@misc{AustralianEnergyStatistics2021,
    title = {{2021 Australian Energy Statistics (Electricity) | Ministers for the Department of Industry, Science, Energy and Resources}},
    author = {Angus, Taylor},
    url = {https://www.minister.industry.gov.au/ministers/taylor/media-releases/2021-australian-energy-statistics-electricity}
}

@book{gottfredson1990general,
    title = {{A general theory of crime.}},
    year = {1990},
    author = {Gottfredson, Michael R and Hirschi, Travis},
    publisher = {Stanford University Press}
}

@article{doi:10.1177/2399808318784595,
    title = {{A multi-scale analysis of 27,000 urban street networks: Every US city, town, urbanized area, and Zillow neighborhood}},
    year = {2020},
    journal = {Environment and Planning B: Urban Analytics and City Science},
    author = {Boeing, Geoff},
    number = {4},
    pages = {590--608},
    volume = {47},
    url = {https://doi.org/10.1177/2399808318784595},
    doi = {10.1177/2399808318784595}
}

@article{wang2013spatio,
    title = {{A spatio-temporal analysis of the impact of congestion on traffic safety on major roads in the UK}},
    year = {2013},
    journal = {Transportmetrica A: Transport Science},
    author = {Wang, Chao and Quddus, Mohammed and Ison, Stephen},
    number = {2},
    pages = {124--148},
    volume = {9},
    publisher = {Taylor {\&} Francis}
}

@misc{zhang2018study,
    title = {{A Study on Overfitting in Deep Reinforcement Learning}},
    year = {2018},
    author = {Zhang, Chiyuan and Vinyals, Oriol and Munos, Remi and Bengio, Samy},
    arxivId = {cs.LG/1804.06893}
}

@incollection{Sharpanskykh2010,
    title = {{A Temporal Trace Language for Formal Modelling and Analysis of Agent Systems}},
    year = {2010},
    booktitle = {Specification and Verification of Multi-agent Systems},
    author = {Sharpanskykh, A and Treur, J},
    editor = {Dastani, Mehdi and Hindriks, Koen V and Meyer, John-Jules Charles},
    pages = {317--352},
    publisher = {Springer US},
    url = {https://doi.org/10.1007/978-1-4419-6984-2_11},
    address = {Boston, MA},
    isbn = {978-1-4419-6984-2},
    doi = {10.1007/978-1-4419-6984-2{\_}11}
}

@article{bianchi2015,
    title = {{Agent-based models in sociology}},
    year = {2015},
    journal = {WIREs Computational Statistics},
    author = {Bianchi, Federico and Squazzoni, Flaminio},
    number = {4},
    pages = {284--306},
    volume = {7},
    url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/wics.1356},
    doi = {https://doi.org/10.1002/wics.1356},
    keywords = {agent-based models, collective behavior, social influence, social networks, social norms, sociology}
}

@article{TechnicalSpecificationFiestaST,
    title = {{ALL-NEW FORD FIESTA ST SPECIFICATIONS PERFORMANCE AND ECONOMY}},
    url = {https://media.ford.com/content/dam/fordmedia/Europe/documents/productReleases/Fiesta/2018FordFiesta_ST_TechSpecs_EU.pdf}
}

@techreport{gilbert2008agent,
    title = {{An agent-based model of the UK housing market}},
    year = {2008},
    author = {Gilbert, Nigel and Hawksworth, John C and Swinney, Paul A},
    institution = {Technical report, CRESS, University of Surrey, http://cress. soc. surrey. ac{\~{}}{\ldots}}
}

@book{harrison2000investigation,
    title = {{An investigation of characteristics associated with driving speed}},
    year = {2000},
    author = {Harrison, Warren A and Fildes, Brian and Fitzgerald, Emma S and Pronk, Nicola J},
    publisher = {Citeseer}
}

@inproceedings{6151508,
    title = {{Analysis of adaptability of Reinforcement Learning approach}},
    year = {2011},
    booktitle = {2011 IEEE 14th International Multitopic Conference},
    author = {Maqbool, S D and Imthias Ahamed, T P and Malik, N H},
    month = {12},
    pages = {45--49},
    doi = {10.1109/INMIC.2011.6151508},
    keywords = {decision making;learning (artificial intelligence)}
}

@book{poole2010artificial,
    title = {{Artificial Intelligence: foundations of computational agents}},
    year = {2010},
    author = {Poole, David L and Mackworth, Alan K},
    publisher = {Cambridge University Press}
}

@article{cohenAutomatedVehiclesExploring2019,
    title = {{Automated Vehicles: Exploring Possible Consequences of Government (Non)Intervention for Congestion and Accessibility}},
    shorttitle = {Automated Vehicles},
    year = {2019},
    journal = {Transport Reviews},
    author = {Cohen, Tom and Cavoli, Clémence},
    number = {1},
    month = {1},
    pages = {129--151},
    volume = {39},
    doi = {10.1080/01441647.2018.1524401},
    issn = {0144-1647},
    keywords = {Automated vehicles, accessibility, autonomous vehicles, congestion, self-driving vehicles, transport policy}
}

@article{meyerAutonomousVehiclesNext2017,
    title = {{Autonomous Vehicles: {\{}{\{}The{\}}{\}} next Jump in Accessibilities?}},
    shorttitle = {Autonomous Vehicles},
    year = {2017},
    journal = {Research in Transportation Economics},
    author = {Meyer, Jonas and Becker, Henrik and B{\"{o}}sch, Patrick M and Axhausen, Kay W},
    month = {6},
    pages = {80--91},
    volume = {62},
    doi = {10.1016/j.retrec.2017.03.005},
    issn = {0739-8859},
    keywords = {Accessibility, Autonomous vehicles, Induced demand, Land use, Road capacity, Self-driving vehicles, Urban sprawl, User groups}
}

@book{6729e8d10e5a4d68a5ac54d2b4ad5ad5,
    title = {{Balance between harm reduction and mobility in setting speed limits: A feasibility study}},
    year = {2005},
    author = {Fildes, Brian Noel and Langford, James William and Andrea, Dale Julian and Scully, James Edmond},
    edition = {AP-R272/05},
    publisher = {Austroads},
    address = {Australia},
    isbn = {1921139005}
}

@inproceedings{Clarke2003BecomeAP,
    title = {{Become a Problem-solving Crime Analyst in 55 Small Steps}},
    year = {2003},
    author = {Clarke, R and Eck, J}
}

@misc{AutoExpress2020,
    title = {{Best-selling cars in the UK 2020 | Auto Express}},
    url = {https://www.autoexpress.co.uk/news/354230/best-selling-cars-uk-2020}
}

@misc{kindleberger1987bubbles,
    title = {{Bubbles, The New Palgrave: A Dictionary of Economics, John Eatwell, Murray Milgate, and Peter Newman, eds}},
    year = {1987},
    author = {Kindleberger, Charles},
    publisher = {New York: Stockton Press}
}

@inproceedings{Bennett1984BurglarsOB,
    title = {{Burglars on Burglary: Prevention and the Offender}},
    year = {1984},
    author = {Bennett, Trevor and Wright, Richard}
}

@misc{BatteryEfficiencies2010,
    title = {{Car Battery Efficiencies}},
    url = {http://large.stanford.edu/courses/2010/ph240/sun1/}
}

@article{OLSEN2015118,
    title = {{Co-evolution in predator prey through reinforcement learning}},
    year = {2015},
    journal = {Journal of Computational Science},
    author = {Olsen, Megan M and Fraczkowski, Rachel},
    pages = {118--124},
    volume = {9},
    url = {http://www.sciencedirect.com/science/article/pii/S1877750315000496},
    doi = {https://doi.org/10.1016/j.jocs.2015.04.011},
    issn = {1877-7503},
    keywords = {Agent-based model, Predator prey, Q-learning, Reinforcement learning}
}

@incollection{sep-collective-intentionality,
    title = {{Collective Intentionality}},
    year = {2013},
    booktitle = {The {\{}Stanford{\}} Encyclopedia of Philosophy},
    author = {Schweikard, David P and Schmid, Hans Bernhard},
    editor = {Zalta, Edward N},
    edition = {Summer 201},
    publisher = {Metaphysics Research Lab, Stanford University},
    howpublished = {{\textbackslash}url{\{}https://plato.stanford.edu/archives/sum2013/entries/collective-intentionality/{\}}}
}

@article{NOLAND2005737,
    title = {{Congestion and safety: A spatial analysis of London}},
    year = {2005},
    journal = {Transportation Research Part A: Policy and Practice},
    author = {Noland, Robert B and Quddus, Mohammed A},
    number = {7},
    pages = {737--754},
    volume = {39},
    url = {http://www.sciencedirect.com/science/article/pii/S0965856405000467},
    doi = {https://doi.org/10.1016/j.tra.2005.02.022},
    issn = {0965-8564},
    keywords = {GIS, Negative binomial model, Pedestrian safety, Traffic safety}
}

@article{NOLAND2005737b,
    title = {{Congestion and safety: A spatial analysis of London}},
    year = {2005},
    journal = {Transportation Research Part A: Policy and Practice},
    author = {Noland, Robert B and Quddus, Mohammed A and Zhou, Min and Sisiopiku, Virginia P.},
    number = {7},
    pages = {737--754},
    volume = {39},
    url = {http://www.sciencedirect.com/science/article/pii/S0965856405000467},
    doi = {https://doi.org/10.1016/j.tra.2005.02.022},
    issn = {0965-8564},
    keywords = {GIS, Negative binomial model, Pedestrian safety, Traffic safety}
}

@article{congestion_theory,
    title = {{Congestion Theory and Transport Investment}},
    year = {1969},
    journal = {The American Economic Review},
    author = {Vickrey, William S},
    number = {2},
    pages = {251--260},
    volume = {59},
    publisher = {American Economic Association},
    url = {http://www.jstor.org/stable/1823678},
    issn = {00028282}
}

@article{SHEFER1994501,
    title = {{Congestion, air pollution, and road fatalities in urban areas}},
    year = {1994},
    journal = {Accident Analysis {\&} Prevention},
    author = {Shefer, Daniel},
    number = {4},
    pages = {501--509},
    volume = {26},
    url = {http://www.sciencedirect.com/science/article/pii/0001457594900418},
    doi = {https://doi.org/10.1016/0001-4575(94)90041-8},
    issn = {0001-4575}
}

@misc{ElectricCost,
    title = {{Cost of Charging an Electric Car | Pod Point}},
    url = {https://pod-point.com/guides/driver/cost-of-charging-electric-car}
}

@article{retallack2019current,
    title = {{Current understanding of the effects of congestion on traffic accidents}},
    year = {2019},
    journal = {International journal of environmental research and public health},
    author = {Retallack, Angus Eugene and Ostendorf, Bertram},
    number = {18},
    pages = {3400},
    volume = {16},
    publisher = {Multidisciplinary Digital Publishing Institute}
}

@inproceedings{Kasparov2017DeepTW,
    title = {{Deep Thinking: Where Machine Intelligence Ends and Human Creativity Begins}},
    year = {2017},
    author = {Kasparov, Garry}
}

@article{fylan2006effective,
    title = {{Effective interventions for speeding motorists}},
    year = {2006},
    journal = {Contract Number PPAD},
    author = {Fylan, Fiona and Hempel, Susanne and Grunfeld, Beth and Conner, Mark and Lawton, Rebecca},
    pages = {31--133},
    volume = {9}
}

@article{kaptein1996effects,
    title = {{EFFECTS OF ROAD DESIGN ON CATEGORIZATION OF 80 KM/H ROADS}},
    year = {1996},
    author = {Kaptein, N A and Theeuwes, J}
}

@misc{ElectricityMarketReport2020,
    title = {{Electricity Market Report - December 2020 – Analysis - IEA}},
    author = {{Iea}},
    url = {https://www.iea.org/reports/electricity-market-report-december-2020}
}

@article{baker2019emergent,
    title = {{Emergent tool use from multi-agent autocurricula}},
    year = {2019},
    journal = {arXiv preprint arXiv:1909.07528},
    author = {Baker, Bowen and Kanitscheider, Ingmar and Markov, Todor and Wu, Yi and Powell, Glenn and McGrew, Bob and Mordatch, Igor}
}

@techreport{frey2001emissions,
    title = {{Emissions reduction through better traffic management: An empirical evaluation based upon on-road measurements}},
    year = {2001},
    author = {Frey, H Christopher and Rouphail, Nagui M and Unal, Alper and Colyar, J D}
}

@misc{EnergyLossFuel,
    title = {{Energy Losses – Internal Combustion Engines}},
    url = {https://sites.lafayette.edu/egrs352-sp14-cars/energy-losses/}
}

@inproceedings{Brantingham2010EnvironmentRA,
    title = {{Environment, Routine, and Situation: Toward a Pattern Theory of Crime (1993)}},
    year = {2010},
    author = {Brantingham, P L and Brantingham, P J}
}

@article{ijgi10030131,
    title = {{Estimates of the Ambient Population: Assessing the Utility of Conventional and Novel Data Sources}},
    year = {2021},
    journal = {ISPRS International Journal of Geo-Information},
    author = {Whipp, Annabel and Malleson, Nicolas and Ward, Jonathan and Heppenstall, Alison},
    number = {3},
    volume = {10},
    url = {https://www.mdpi.com/2220-9964/10/3/131},
    doi = {10.3390/ijgi10030131},
    issn = {2220-9964}
}

@article{wadudHelpHindranceTravel2016,
    title = {{Help or Hindrance? {\{}{\{}The{\}}{\}} Travel, Energy and Carbon Impacts of Highly Automated Vehicles}},
    shorttitle = {Help or Hindrance?},
    year = {2016},
    journal = {Transportation Research Part A: Policy and Practice},
    author = {Wadud, Zia and MacKenzie, Don and Leiby, Paul},
    month = {4},
    pages = {1--18},
    volume = {86},
    doi = {10.1016/j.tra.2015.12.001},
    issn = {0965-8564},
    keywords = {Autonomous cars, Carbon emission, Energy demand, Self-driving vehicle, Travel demand, Vehicle automation}
}

@misc{EngineEfficiencyICEV,
    title = {{How Efficient is Your Cars Engine | AAA Automotive}},
    url = {https://www.aaa.com/autorepair/articles/how-efficient-is-your-cars-engine}
}

@article{bonte2006modelisation,
    title = {{Mod{\'{e}}lisation et simulation des usagers deux-roues motoris{\'{e}}s dans ARCHISIM.}},
    year = {2006},
    journal = {JFSMA},
    author = {Bonte, Laetitia and Espi{\'{e}}, Stéphane and Mathieu, Philippe},
    pages = {17},
    volume = {6}
}

@article{battyModellingPredictionComplex2005,
    title = {{Modelling and Prediction in a Complex World}},
    year = {2005},
    journal = {Futures},
    author = {Batty, Michael and Torrens, Paul M},
    number = {7},
    month = {9},
    pages = {745--766},
    volume = {37},
    doi = {10.1016/j.futures.2004.11.003},
    issn = {00163287}
}

@misc{AutonomousVehicles2020,
    title = {{New Level 3 Autonomous Vehicles Hitting the Road in 2020 - IEEE Innovation at Work}},
    url = {https://innovationatwork.ieee.org/new-level-3-autonomous-vehicles-hitting-the-road-in-2020/}
}

@article{cameron1996paramics,
    title = {{PARAMICS—Parallel microscopic simulation of road traffic}},
    year = {1996},
    journal = {The Journal of Supercomputing},
    author = {Cameron, Gordon D B and Duncan, Gordon I D},
    number = {1},
    pages = {25--53},
    volume = {10},
    publisher = {Springer}
}

@article{liorisPlatoonsConnectedVehicles2017,
    title = {{Platoons of Connected Vehicles Can Double Throughput in Urban Roads}},
    year = {2017},
    journal = {Transportation Research Part C: Emerging Technologies},
    author = {Lioris, Jennie and Pedarsani, Ramtin and Tascikaraoglu, Fatma Yildiz and Varaiya, Pravin},
    month = {4},
    pages = {292--305},
    volume = {77},
    doi = {10.1016/j.trc.2017.01.023},
    issn = {0968-090X},
    keywords = {Adaptive cruise control, Connected vehicles, Intersection capacity, Platooning, Saturation flow rate}
}

@incollection{inbook,
    title = {{Potential uses of computational methods in the evaluation of crime reduction activity}},
    year = {2009},
    author = {Johnson, Shane},
    pages = {175--217},
    doi = {10.13140/2.1.3280.9609}
}

@article{doi:10.1111/j.1095-8649.1978.tb03432.x,
    title = {{Predator-prey behaviour of fathead minnows, Pimephales promelas and largemouth bass, Micropterus salmoides in a model ecosystem}},
    year = {1978},
    journal = {Journal of Fish Biology},
    author = {Sullivan, J F and Atchison, G J},
    number = {2},
    pages = {249--253},
    volume = {13},
    url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1095-8649.1978.tb03432.x},
    doi = {10.1111/j.1095-8649.1978.tb03432.x}
}

@article{wiering2012reinforcement,
    title = {{Reinforcement learning}},
    year = {2012},
    journal = {Adaptation, learning, and optimization},
    author = {Wiering, Marco A and Van Otterlo, Martijn},
    number = {3},
    pages = {729},
    volume = {12},
    publisher = {Springer}
}

@article{martin2002relationship,
    title = {{Relationship between crash rate and hourly traffic flow on interurban motorways}},
    year = {2002},
    journal = {Accident Analysis {\&} Prevention},
    author = {Martin, Jean-Louis},
    number = {5},
    pages = {619--629},
    volume = {34},
    publisher = {Elsevier}
}

@article{retallack2020relationship,
    title = {{Relationship between traffic volume and accident frequency at intersections}},
    year = {2020},
    journal = {International journal of environmental research and public health},
    author = {Retallack, Angus Eugene and Ostendorf, Bertram},
    number = {4},
    pages = {1393},
    volume = {17},
    publisher = {Multidisciplinary Digital Publishing Institute}
}

@book{farrell2001repeat,
    title = {{Repeat victimization}},
    year = {2001},
    author = {Farrell, Graham and Pease, Kenneth},
    volume = {12},
    publisher = {Criminal Justice Press}
}

@article{dickerson2000road,
    title = {{Road accidents and traffic flows: an econometric investigation}},
    year = {2000},
    journal = {Economica},
    author = {Dickerson, Andrew and Peirson, John and Vickerman, Roger and Retallack, Angus Eugene and Ostendorf, Bertram and Martin, Jean-Louis},
    number = {265},
    pages = {1393},
    volume = {67},
    publisher = {Elsevier}
}

@article{eck2004routine,
    title = {{Routine activity theory in a RA/CA crime simulation}},
    year = {2004},
    journal = {American Society of Criminology, Nashville, TN},
    author = {Eck, J E and Liu, Lin}
}

@misc{OutlanderStatistics2021,
    title = {{Running costs - Mitsubishi Outlander PHEV | Cut your costs}},
    year = {2021},
    author = {Outlander, Mitsubishi},
    url = {https://www.mitsubishi-motors.ie/cars/outlander-phev/cost}
}

@article{fitch2008safety,
    title = {{Safety benefit evaluation of a forward collision warning system: final report}},
    year = {2008},
    journal = {NHTSA DOT HS},
    author = {Fitch, G M and Rakha, H A and Arafeh, M and Blanco, M and Gupta, S K and Zimmermann, R P and Hanowski, R J},
    pages = {910},
    volume = {810}
}

@article{theeuwes1994self,
    title = {{Self-explaining roads: An exploratory study (Report TNO-TM 1994 B-18)}},
    year = {1994},
    journal = {Soesterberg, The Netherlands: TNO Human Factors Research Institute},
    author = {Theeuwes, J}
}

@article{zhaoSimulationFrameworkVehicle2013,
    title = {{Simulation {\{}{\{}Framework{\}}{\}} for {\{}{\{}Vehicle Platooning{\}}{\}} and {\{}{\{}Car{\}}{\}}-Following {\{}{\{}Behaviors Under Connected{\}}{\}}-Vehicle {\{}{\{}Environment{\}}{\}}}},
    year = {2013},
    journal = {Procedia - Social and Behavioral Sciences},
    author = {Zhao, Li and Sun, Jian},
    month = {11},
    pages = {914--924},
    volume = {96},
    doi = {10.1016/j.sbspro.2013.08.105},
    issn = {18770428}
}

@article{Barsai2018Pro,
    title = {{ Getting to know ArcGIs Pro }},
    year = {2018},
    journal = {Photogrammetric Engineering {\&} Remote Sensing},
    author = {Barsai, Gabor},
    number = {4},
    month = {4},
    pages = {181--182},
    volume = {84},
    publisher = {American Society for Photogrammetry and Remote Sensing},
    doi = {10.14358/pers.84.4.181},
    issn = {0099-1112}
}

@article{Michie1968memoLearning,
    title = {{"memo" functions and machine learning}},
    year = {1968},
    journal = {Nature},
    author = {Michie, Donald},
    doi = {10.1038/218019a0},
    issn = {00280836}
}

@article{Kennedy2005PsychologicalTransport,
    title = {{'Psychological' traffic calming Prepared for Traffic Management Division, Department for Transport}},
    year = {2005},
    journal = {20splentyforus.nationbuilder.com},
    author = {Kennedy, J and Gorell, R and Crinson, L and Wheeler, A and Elliott, M},
    url = {http://20splentyforus.nationbuilder.com/UsefulReports/TRLREports/Psychological%20traffic%20calming_TRL_2005.pdf},
    isbn = {184608640X},
    issn = {0968-4107}
}

@misc{Britneff2019Globalnews.ca,
    title = {{2019 floods could cost NCC up to {\$}10M, board hears | Globalnews.ca}},
    author = {Britneff, Beatrice},
    url = {https://globalnews.ca/news/5411388/2019-floods-could-cost-ncc-10m-board-hears/}
}

@misc{Olmez20213DUnity,
    title = {{3D Urban Traffic Simulator (ABM) in Unity}},
    year = {2021},
    author = {Olmez, Sedar and Sargoni, Obi and Heppenstall, Alison and Birks, Daniel and Whipp, Annabel and Manley, Ed},
    publisher = {CoMSES Computational Model Library.},
    url = {https://www.comses.net/codebases/32e7be8c-b05c-46b2-9b5f-73c4d273ca59/releases/1.1.0/}
}

@article{Wortley2001ACrime,
    title = {{A Classification of Techniques for Controlling Situational Precipitators of Crime}},
    year = {2001},
    journal = {Security Journal},
    author = {Wortley, Richard},
    doi = {10.1057/palgrave.sj.8340098},
    issn = {0955-1662}
}

@misc{Richiardi2006ASimulation,
    title = {{A common protocol for agent-based social simulation}},
    year = {2006},
    booktitle = {JASSS},
    author = {Richiardi, Matteo and Leombruni, Roberto and Saam, Nicole and Sonnessa, Michele},
    issn = {14607425},
    keywords = {Agent-Based, Calibration, Methodology, Sensitivity Analysis, Simulations, Validation}
}

@article{Letmathe2017AGermany,
    title = {{A consumer-oriented total cost of ownership model for different vehicle types in Germany}},
    year = {2017},
    journal = {Transportation Research Part D: Transport and Environment},
    author = {Letmathe, Peter and Suares, Maria},
    pages = {314--335},
    volume = {57},
    url = {https://www.sciencedirect.com/science/article/pii/S1361920917304868},
    doi = {https://doi.org/10.1016/j.trd.2017.09.007},
    issn = {1361-9209},
    keywords = {Battery second life, Battery second use, Consumer-oriented total cost of ownership, Cost drivers, Electric vehicles}
}

@article{Schluter2017ASystems,
    title = {{A framework for mapping and comparing behavioural theories in models of social-ecological systems}},
    year = {2017},
    journal = {Ecological Economics},
    author = {Schl{\"{u}}ter, Maja and Baeza, Andres and Dressler, Gunnar and Frank, Karin and Groeneveld, Jürgen and Jager, Wander and Janssen, Marco A. and McAllister, Ryan R.J. and M{\"{u}}ller, Birgit and Orach, Kirill and Schwarz, Nina and Wijermans, Nanda},
    doi = {10.1016/j.ecolecon.2016.08.008},
    issn = {09218009},
    keywords = {Bounded rationality, Descriptive norm, Habitual, Human decision-making, Natural resource management, Prospect theory, Rational actor, Reinforcement learning, Theory of planned behaviour}
}

@article{Manley2014AModelling,
    title = {{A framework for simulating large-scale complex urban traffic dynamics through hybrid agent-based modelling}},
    year = {2014},
    journal = {Computers, Environment and Urban Systems},
    author = {Manley, Ed and Cheng, Tao and Penn, Alan and Emmonds, Andy},
    doi = {10.1016/j.compenvurbsys.2013.11.003},
    issn = {01989715},
    keywords = {Agent-based simulation, Collective phenomena, Human cognition, Hybrid simulation, Traffic flow, Urban complexity}
}

@article{Eiksund2009ANorway,
    title = {{A geographical perspective on driving attitudes and behaviour among young adults in urban and rural Norway}},
    year = {2009},
    journal = {Safety Science},
    author = {Eiksund, Sveinung},
    number = {4},
    month = {4},
    pages = {529--536},
    volume = {47},
    doi = {10.1016/j.ssci.2008.07.034},
    issn = {09257535},
    keywords = {Accidents, Attitudes, Risk behaviour, Rural, Urban, Youths}
}

@article{Thompson2020AStudy,
    title = {{A global analysis of urban design types and road transport injury: an image processing study}},
    year = {2020},
    journal = {The Lancet Planetary Health},
    author = {Thompson, Jason and Stevenson, Mark and Wijnands, Jasper S. and Nice, Kerry A. and Aschwanden, Gideon DPA and Silver, Jeremy and Nieuwenhuijsen, Mark and Rayner, Peter and Schofield, Robyn and Hariharan, Rohit and Morrison, Christopher N.},
    number = {1},
    month = {1},
    pages = {e32-e42},
    volume = {4},
    publisher = {Elsevier B.V.},
    url = {http://www.thelancet.com/article/S2542519619302633/fulltext http://www.thelancet.com/article/S2542519619302633/abstract https://www.thelancet.com/journals/lanplh/article/PIIS2542-5196(19)30263-3/abstract},
    doi = {10.1016/S2542-5196(19)30263-3/ATTACHMENT/9159C201-E4E3-4F89-B083-F6AECCD8F5CF/MMC1.PDF},
    issn = {25425196},
    pmid = {31999952}
}

@article{Bosse2007ASimulation,
    title = {{A language and environment for analysis of dynamics by simulation}},
    year = {2007},
    journal = {International Journal on Artificial Intelligence Tools},
    author = {Bosse, Tibor and Jonker, Catholijn M. and Van Der Meij, Lourens and Treur, Jan},
    doi = {10.1142/S0218213007003357},
    issn = {02182130},
    keywords = {Causal relations, Simulation}
}

@misc{HornerAPress,
    title = {{A look back at the 'devastating' 2000 floods - the worst York has seen | York Press}},
    author = {Horner, Ed},
    url = {https://www.yorkpress.co.uk/news/18851891.look-back-2000-floods/}
}

@article{Butler1999ADesign,
    title = {{A matlab-based modeling and simulation package for electric and hybrid electric vehicle design}},
    year = {1999},
    journal = {IEEE Transactions on Vehicular Technology},
    author = {Butler, Karen L. and Ehsani, Mehrdad and Kamath, Preyas},
    number = {6},
    month = {11},
    pages = {1770--1778},
    volume = {48},
    doi = {10.1109/25.806769},
    issn = {00189545},
    keywords = {Electric vehicle, Hybrid electric vehicle, Modeling, Simulation}
}

@inproceedings{Ding2002AClustering,
    title = {{A min-max cut algorithm for graph partitioning and data clustering}},
    year = {2002},
    author = {Ding, C.H.Q. and {Xiaofeng He} and {Hongyuan Zha} and {Ming Gu} and Simon, H.D.},
    doi = {10.1109/icdm.2001.989507}
}

@inproceedings{Bosse2010ACrime,
    title = {{A model-based reasoning approach to prevent crime}},
    year = {2010},
    booktitle = {Studies in Computational Intelligence},
    author = {Bosse, Tibor and Gerritsen, Charlotte},
    isbn = {9783642152221},
    doi = {10.1007/978-3-642-15223-8{\_}8},
    issn = {1860949X}
}

@article{Koc2020AMeasures,
    title = {{A multi-agent-based model for sustainable governance of urban flood risk mitigation measures}},
    year = {2020},
    journal = {Natural Hazards},
    author = {Koc, Kerim and I{\c{s}}ık, Zeynep},
    number = {1},
    month = {10},
    pages = {1079--1110},
    volume = {104},
    publisher = {Springer},
    doi = {10.1007/S11069-020-04205-3},
    issn = {15730840},
    keywords = {Flood risk factors, Flood risk governance, Multi-agent-based model, Risk mitigation measures, Urban flood}
}

@misc{Nagelkerke1991ADetermination,
    title = {{A note on a general definition of the coefficient of determination}},
    year = {1991},
    booktitle = {Biometrika},
    author = {Nagelkerke, N. J D},
    doi = {10.1093/biomet/78.3.691},
    issn = {00063444},
    keywords = {Discrete probability, Log likelihood, Multiple correlation coefficient, Regression model, Residual variation}
}

@article{Bener2002AEmirates,
    title = {{A perspective on motor vehicle crash injuries and speeding in the United Arab Emirates}},
    year = {2002},
    journal = {Traffic Injury Prevention},
    author = {Bener, Abdulbari and Alwash, R.},
    doi = {10.1080/15389580210519},
    issn = {15389588},
    keywords = {Injuries, Mortality rate, Motor vehicle crashes, Speed limits, United arab emirates}
}

@article{Pantangi2019AApproach,
    title = {{A preliminary investigation of the effectiveness of high visibility enforcement programs using naturalistic driving study data: A grouped random parameters approach}},
    year = {2019},
    journal = {Analytic Methods in Accident Research},
    author = {Pantangi, Sarvani Sonduru and Fountas, Grigorios and Sarwar, Md Tawfiq and Anastasopoulos, Panagiotis Ch and Blatt, Alan and Majka, Kevin and Pierowicz, John and Mohan, Satish B.},
    month = {3},
    pages = {1--12},
    volume = {21},
    publisher = {Elsevier Ltd},
    doi = {10.1016/j.amar.2018.10.003},
    issn = {22136657},
    keywords = {Aggressive driving behavior, Grouped random parameters, High-visibility enforcement, Speeding, Tailgating}
}

@inproceedings{Pitt1999ALanguage,
    title = {{A protocol-based semantics for an agent communication language}},
    year = {1999},
    booktitle = {IJCAI International Joint Conference on Artificial Intelligence},
    author = {Pitt, Jeremy and Mamdani, Abe},
    issn = {10450823}
}

@article{Tellidou2006ADynamics,
    title = {{A Q-learning agent-based model for the analysis of the power market dynamics}},
    year = {2006},
    journal = {Proceedings of the 6. IASTED international conference on European power and energy systems},
    author = {Tellidou, A and Bakirtzis, A},
    month = {11},
    pages = {228--233},
    volume = {2006}
}

@article{Taylor2011ACrime,
    title = {{A randomized controlled trial of different policing strategies at hot spots of violent crime}},
    year = {2011},
    journal = {Journal of Experimental Criminology},
    author = {Taylor, Bruce and Koper, Christopher S. and Woods, Daniel J.},
    number = {2},
    month = {6},
    pages = {149--181},
    volume = {7},
    publisher = {Springer},
    url = {https://link.springer.com/article/10.1007/s11292-010-9120-6},
    doi = {10.1007/S11292-010-9120-6/TABLES/5},
    issn = {15733750},
    keywords = {Hot spots, Problem-oriented policing, Randomized experiment, Violent crime}
}

@article{Cornish2003APrevention,
    title = {{A Reply to Wortley's Critique of Situational Crime Prevention}},
    year = {2003},
    journal = {Crime Prevention Studies},
    author = {Cornish, Db and Clarke, Rv},
    issn = {10657029}
}

@inproceedings{Markkula2012AModels,
    title = {{A review of near-collision driver behavior models}},
    year = {2012},
    booktitle = {Human Factors},
    author = {Markkula, Gustav and Benderius, Ola and Wolff, Krister and Wahde, Mattias},
    number = {6},
    month = {12},
    pages = {1117--1143},
    volume = {54},
    publisher = {SAGE PublicationsSage CA: Los Angeles, CA},
    url = {http://journals.sagepub.com/doi/10.1177/0018720812448474},
    doi = {10.1177/0018720812448474},
    issn = {00187208},
    pmid = {23397819},
    keywords = {accidents, avoidance, collisions, crashes, driver behavior, models, simulation}
}

@article{Webb2014AManagement,
    title = {{A situation awareness model for information security risk management}},
    year = {2014},
    journal = {Computers and Security},
    author = {Webb, Jeb and Ahmad, Atif and Maynard, Sean B. and Shanks, Graeme},
    doi = {10.1016/j.cose.2014.04.005},
    issn = {01674048},
    keywords = {Evidence-based information security, Information security compliance, Information security intelligence, Information security investigation, Information security management, Information security risk management, Situation awareness, Situation awareness theory}
}

@article{Wright1992ABurglars,
    title = {{A snowball's chance in hell: Doing fieldwork with active residential burglars}},
    year = {1992},
    journal = {Journal of Research in Crime and Delinquency},
    author = {Wright, Richard and Decker, Scott H. and Redfern, Allison K. and Smith, Dietrich L.},
    number = {2},
    pages = {148--161},
    volume = {29},
    doi = {10.1177/0022427892029002003},
    issn = {1552731x}
}

@article{Grimm2006AModels,
    title = {{A standard protocol for describing individual-based and agent-based models}},
    year = {2006},
    journal = {Ecological Modelling},
    author = {Grimm, Volker and Berger, Uta and Bastiansen, Finn and Eliassen, Sigrunn and Ginot, Vincent and Giske, Jarl and Goss-Custard, John and Grand, Tamara and Heinz, Simone K. and Huse, Geir and Huth, Andreas and Jepsen, Jane U. and J{\o}rgensen, Christian and Mooij, Wolf M. and M{\"{u}}ller, Birgit and Pe'er, Guy and Piou, Cyril and Railsback, Steven F. and Robbins, Andrew M. and Robbins, Martha M. and Rossmanith, Eva and R{\"{u}}ger, Nadja and Strand, Espen and Souissi, Sami and Stillman, Richard A. and Vab{\o}, Rune and Visser, Ute and DeAngelis, Donald L.},
    doi = {10.1016/j.ecolmodel.2006.04.023},
    issn = {03043800},
    keywords = {Agent-based model, Individual-based model, Model description, Scientific communication, Standardization}
}

@article{Zhang2018ALearning,
    title = {{A Study on Overfitting in Deep Reinforcement Learning}},
    year = {2018},
    journal = {ArXiv},
    author = {Zhang, Chiyuan and Vinyals, Oriol and Munos, Remi and Bengio, Samy},
    url = {http://arxiv.org/abs/1804.06893},
    arxivId = {1804.06893}
}

@article{Hernandez-Leal2019ALearning,
    title = {{A survey and critique of multiagent deep reinforcement learning}},
    year = {2019},
    journal = {Autonomous Agents and Multi-Agent Systems},
    author = {Hernandez-Leal, Pablo and Kartal, Bilal and Taylor, Matthew E.},
    number = {6},
    month = {11},
    pages = {750--797},
    volume = {33},
    publisher = {Springer New York LLC},
    url = {https://link.springer.com/article/10.1007/s10458-019-09421-1},
    doi = {10.1007/S10458-019-09421-1/FIGURES/7},
    issn = {15737454},
    arxivId = {1810.05587},
    keywords = {Deep reinforcement learning, Multiagent learning, Multiagent reinforcement learning, Multiagent systems, Survey}
}

@article{Torrance1968AReactance,
    title = {{A Theory of Psychological Reactance}},
    year = {1968},
    journal = {The American Journal of Psychology},
    author = {Torrance, E. Paul and Brehm, Jack W.},
    doi = {10.2307/1420824},
    issn = {00029556}
}

@article{Wortley1998APrevention,
    title = {{A Two-stage Model of Situational Crime Prevention}},
    year = {1998},
    journal = {Studies on Crime and Crime Prevention},
    author = {Wortley, Richard},
    issn = {1404-3858},
    keywords = {390404, Faculty of Humanities and Social Science, PRE2009-Detection and Prevention of Crime, Security Services}
}

@article{Malin2019AccidentTypes,
    title = {{Accident risk of road and weather conditions on different road types}},
    year = {2019},
    journal = {Accident Analysis and Prevention},
    author = {Malin, Fanny and Norros, Ilkka and Innamaa, Satu},
    doi = {10.1016/j.aap.2018.10.014},
    issn = {00014575},
    pmid = {30384088},
    keywords = {Accident risk, Palm probability, Traffic safety, Weather condition}
}

@article{Janke1991AccidentsRisk,
    title = {{Accidents, mileage, and the exaggeration of risk}},
    year = {1991},
    journal = {Accident Analysis and Prevention},
    author = {Janke, Mary K.},
    doi = {10.1016/0001-4575(91)90048-A},
    issn = {00014575},
    pmid = {2029319}
}

@article{Nawrocki2018AdaptiveLearning,
    title = {{Adaptive Service Management in Mobile Cloud Computing by Means of Supervised and Reinforcement Learning}},
    year = {2018},
    journal = {Journal of Network and Systems Management},
    author = {Nawrocki, Piotr and Sniezynski, Bartlomiej},
    doi = {10.1007/s10922-017-9405-4},
    issn = {10647570},
    keywords = {Handheld device, Internet-based computing, Machine learning, Optimization}
}

@inproceedings{Thapa2005AgentCircumstances,
    title = {{Agent based decision support system using reinforcement learning under emergency circumstances}},
    year = {2005},
    booktitle = {Lecture Notes in Computer Science},
    author = {Thapa, Devinder and Jung, In Sung and Wang, Gi Nam},
    issn = {03029743}
}

@misc{Abar2017AgentSoftware,
    title = {{Agent Based Modelling and Simulation tools: A review of the state-of-art software}},
    year = {2017},
    booktitle = {Computer Science Review},
    author = {Abar, Sameera and Theodoropoulos, Georgios K. and Lemarinier, Pierre and O'Hare, Gregory M.P.},
    doi = {10.1016/j.cosrev.2017.03.001},
    issn = {15740137},
    keywords = {Agent Based Modelling and Simulation (ABMS) tools, Artificial life / social science simulations, Modelling complex systems, Multi-agent computing, Software agent, Swarm intelligence}
}

@article{Labrou1999AgentLandscape,
    title = {{Agent communication languages: the current landscape}},
    year = {1999},
    journal = {IEEE Intelligent Systems},
    author = {Labrou, Y and Finin, T and {Yun Peng}},
    isbn = {1094-7167 VO - 14},
    doi = {10.1109/5254.757631},
    issn = {1094-7167},
    pmid = {22146458},
    keywords = {ACL, Concrete, Context, Defense industry, Intelligent agent, Software systems, Software tools, Speech, Standards development, TCPIP, Vehicles, agent communication languages, high level languages, multi-agent systems, multiagent systems, robust agent systems, semantic specification}
}

@inproceedings{Billari2006Agent-basedIntroduction,
    title = {{Agent-based computational modelling: An introduction}},
    year = {2006},
    booktitle = {Contributions to Economics},
    author = {Billari, Francesco C. and Fent, Thomas and Prskawetz, Alexia and Scheffran, Jürgen},
    isbn = {9783790816402},
    doi = {10.1007/3-7908-1721-X-1},
    issn = {14311933}
}

@article{Epstein1999Agent-basedScience,
    title = {{Agent-based computational models and generative social science}},
    year = {1999},
    journal = {Complexity},
    author = {Epstein, Joshua M.},
    doi = {10.1002/(SICI)1099-0526(199905/06)4:5<41::AID-CPLX9>3.0.CO;2-F},
    issn = {10990526},
    keywords = {Agent-based models, Artificial societies, Philosophy of social science}
}

@article{Epstein1999Agent-basedScienceb,
    title = {{Agent-based computational models and generative social science}},
    year = {1999},
    journal = {Complexity},
    author = {Epstein, Joshua M.},
    doi = {10.1002/(SICI)1099-0526(199905/06)4:5<41::AID-CPLX9>3.0.CO;2-F},
    issn = {10990526},
    keywords = {Agent-based models, Artificial societies, Philosophy of social science}
}

@book{Squazzoni2012Agent-BasedSociology,
    title = {{Agent-Based Computational Sociology}},
    year = {2012},
    booktitle = {Agent-Based Computational Sociology},
    author = {Squazzoni, Flaminio},
    isbn = {9780470711743},
    doi = {10.1002/9781119954200}
}

@inproceedings{Gurcan2010Agent-basedPaper,
    title = {{Agent-based Exploration of Wirings of Biological Neural Networks: Position Paper}},
    year = {2010},
    booktitle = {20th European Meeting on Cybernetics and Systems Research (EMCSR 2010)},
    author = {G{\"{u}}rcan, Önder and Dikenelli, Oğuz and T{\"{u}}rker, Kemal Sıtkı}
}

@article{Bui1999Agent-basedSystems,
    title = {{Agent-based framework for building decision support systems}},
    year = {1999},
    journal = {Decision Support Systems},
    author = {Bui, Tung and Lee, Jintae},
    doi = {10.1016/S0167-9236(99)00008-1},
    issn = {01679236}
}

@article{Bui1999Agent-basedSystemsb,
    title = {{Agent-based framework for building decision support systems}},
    year = {1999},
    journal = {Decision Support Systems},
    author = {Bui, Tung and Lee, Jintae},
    doi = {10.1016/S0167-9236(99)00008-1},
    issn = {01679236}
}

@inproceedings{Luo2008Agent-basedSimulation,
    title = {{Agent-based human behavior modeling for crowd simulation}},
    year = {2008},
    booktitle = {Computer Animation and Virtual Worlds},
    author = {Luo, Linbo and Zhou, Suiping and Cai, Wentong and Low, Malcolm Yoke Hean and Tian, Feng and Wang, Yongwei and Xiao, Xian and Chen, Dan},
    number = {3-4},
    month = {8},
    pages = {271--281},
    volume = {19},
    doi = {10.1002/cav.238},
    issn = {15464261},
    keywords = {Agent-based system, Crowd simulation, Human behavior modeling}
}

@misc{Matthews2007Agent-basedApplications,
    title = {{Agent-based land-use models: A review of applications}},
    year = {2007},
    booktitle = {Landscape Ecology},
    author = {Matthews, Robin B. and Gilbert, Nigel G. and Roach, Alan and Polhill, J. Gary and Gotts, Nick M.},
    doi = {10.1007/s10980-007-9135-1},
    issn = {09212973},
    keywords = {Agent-based modelling, Complexity, Decision-making, Interactions, Land-use, Policy analysis}
}

@article{DOrazio2014Agent-basedChoice,
    title = {{Agent-based model for earthquake pedestrians' evacuation in urban outdoor scenarios: Behavioural patterns definition and evacuation paths choice}},
    year = {2014},
    journal = {Safety Science},
    author = {D'Orazio, Marco and Spalazzi, Luca and Quagliarini, Enrico and Bernardini, Gabriele},
    month = {2},
    pages = {450--465},
    volume = {62},
    doi = {10.1016/j.ssci.2013.09.014},
    issn = {09257535},
    keywords = {Agent-based model, Applied social sciences, Behavioural model, Earthquake evacuation, Social force model}
}

@article{Lempert2002Agent-basedSimulators,
    title = {{Agent-based modeling as organizational and public policy simulators}},
    year = {2002},
    journal = {Proceedings of the National Academy of Sciences},
    author = {Lempert, R.},
    doi = {10.1073/pnas.072079399},
    issn = {0027-8424}
}

@misc{Heckbert2010Agent-basedEconomics,
    title = {{Agent-based modeling in ecological economics}},
    year = {2010},
    booktitle = {Annals of the New York Academy of Sciences},
    author = {Heckbert, Scott and Baynes, Tim and Reeson, Andrew},
    isbn = {9781573317665},
    doi = {10.1111/j.1749-6632.2009.05286.x},
    issn = {17496632},
    keywords = {Decision making, Emergent properties, Multi-agent systems, Validation}
}

@misc{Tang2010Agent-basedReview,
    title = {{Agent-based modeling of animal movement: A review}},
    year = {2010},
    booktitle = {Geography Compass},
    author = {Tang, Wenwu and Bennett, David A.},
    doi = {10.1111/j.1749-8198.2010.00337.x},
    issn = {17498198}
}

@inproceedings{Kothari2014Agent-basedSecurity,
    title = {{Agent-based modeling of user circumvention of security}},
    year = {2014},
    booktitle = {ACM International Conference Proceeding Series},
    author = {Kothari, Vijay and Blythe, Jim and Smith, Sean and Koppel, Ross},
    isbn = {1595930361},
    doi = {10.1145/2602945.2602948}
}

@article{Gerritsen2015Agent-basedResearch,
    title = {{Agent-based modelling as a research tool for criminological research}},
    year = {2015},
    journal = {Crime Science},
    author = {Gerritsen, Charlotte},
    doi = {10.1186/s40163-014-0014-1},
    issn = {21937680},
    keywords = {Agent-based modelling, Bystander effect, Criminology, Research method, Simulation}
}

@article{Gerritsen2015Agent-basedResearchb,
    title = {{Agent-based modelling as a research tool for criminological research}},
    year = {2015},
    journal = {Crime Science},
    author = {Gerritsen, Charlotte},
    doi = {10.1186/s40163-014-0014-1},
    issn = {21937680},
    keywords = {Agent-based modelling, Bystander effect, Criminology, Research method, Simulation}
}

@article{Thober2017Agent-BasedForward,
    title = {{Agent-Based Modelling of Social-Ecological Systems: Achievements, Challenges, and a Way Forward}},
    year = {2017},
    journal = {Journal of Artificial Societies and Social Simulation},
    author = {Thober, Jule and M{\"{u}}ller, Birgit and Groeneveld, Jürgen and Grimm, Volker},
    number = {2},
    pages = {8},
    volume = {20},
    url = {http://jasss.soc.surrey.ac.uk/20/2/8.html},
    doi = {10.18564/jasss.3423},
    issn = {1460-7425},
    keywords = {Agent-Based Modelling, Human Decision-Making, Model Analysis, Model Development, Model Testing, Social-Ecological Modelling}
}

@article{Schulze2017Agent-basedForward,
    title = {{Agent-based modelling of social-ecological systems: Achievements, challenges, and a way forward}},
    year = {2017},
    journal = {JASSS},
    author = {Schulze, Jule and M{\"{u}}ller, Birgit and Groeneveld, Jürgen and Grimm, Volker},
    doi = {10.18564/jasss.3423},
    issn = {14607425},
    keywords = {Agent-based modelling, Human decision-making, Model analysis, Model development, Model testing, Social-ecological modelling}
}

@incollection{Crooks2015Agent-basedSystems,
    title = {{Agent-based Models and Geographical Information Systems}},
    year = {2015},
    author = {Crooks, Andrew},
    month = {9},
    pages = {63--77}
}

@article{Dawid2011Agent-basedDesign,
    title = {{Agent-based models for economic policy design}},
    year = {2011},
    journal = {Eastern Economic Journal},
    author = {Dawid, Herbert and Neugart, Michael},
    doi = {10.1057/eej.2010.43},
    issn = {00945056},
    keywords = {agent-based modelling, behavioral foundations, economic policy design, macroeconomics, spatial models}
}

@book{Heppenstall2012Agent-basedSystems,
    title = {{Agent-based models of geographical systems}},
    year = {2012},
    booktitle = {Agent-Based Models of Geographical Systems},
    author = {Heppenstall, Alison J.J. and Crooks, Andrew T. and See, Linda M. and Batty, Michael},
    month = {1},
    pages = {1--759},
    publisher = {Springer Netherlands},
    isbn = {9789048189274},
    doi = {10.1007/978-90-481-8927-4}
}

@incollection{Osullivan2012Agent-basedIt,
    title = {{Agent-based models-because they're worth it?}},
    year = {2012},
    booktitle = {Agent-Based Models of Geographical Systems},
    author = {O'sullivan, David and Millington, James and Perry, George and Wainwright, John},
    isbn = {9789048189274},
    doi = {10.1007/978-90-481-8927-4{\_}6}
}

@inproceedings{Bosse2009Agent-basedCriminology,
    title = {{Agent-based simulation of social learning in criminology}},
    year = {2009},
    booktitle = {ICAART 2009 - Proceedings of the 1st International Conference on Agents and Artificial Intelligence},
    author = {Bosse, Tibor and Gerritsen, Charlotte and Klein, Michel C.A.},
    pages = {5--13},
    isbn = {9789898111661},
    doi = {10.5220/0001512000050013},
    keywords = {Agent-based simulation, Delinquent behaviour, Social learning}
}

@inproceedings{Bosse2008Agent-basedReputation,
    title = {{Agent-based simulation of the spatial dynamics of crime: On the interplay between criminal hot spots and reputation}},
    year = {2008},
    booktitle = {Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS},
    author = {Bosse, Tibor and Gerritsen, Charlotte},
    isbn = {9781605604701},
    issn = {15582914},
    keywords = {Analysis, Criminal hot spots, Reputation, Social simulation}
}

@article{Railsback2006Agent-basedRecommendations,
    title = {{Agent-based Simulation Platforms: Review and Development Recommendations}},
    year = {2006},
    journal = {Simulation},
    author = {Railsback, Steven F. and Lytinen, Steven L. and Jackson, Stephen K.},
    number = {9},
    pages = {609--623},
    volume = {82},
    doi = {10.1177/0037549706073695},
    issn = {00375497},
    keywords = {Agent-based modeling, individual-based modeling, software platforms}
}

@inproceedings{Grignard2017Agent-basedOutputs,
    title = {{Agent-based visualization: A real-time visualization tool applied both to data and simulation outputs}},
    year = {2017},
    booktitle = {AAAI Workshop - Technical Report},
    author = {Grignard, A. and Drogoul, A.},
    isbn = {9781577357865}
}

@article{Bosse2011Agent-basedStudy,
    title = {{Agent-based vs. population-based simulation of displacement of crime: A comparative study}},
    year = {2011},
    journal = {Web Intelligence and Agent Systems},
    author = {Bosse, Tibor and Gerritsen, Charlotte and Hoogendoorn, Mark and Jaffry, S. Waqar and Treur, Jan},
    doi = {10.3233/WIA-2011-0212},
    issn = {15701263},
    keywords = {Agent-based modelling, crime, population-based modelling, simulation}
}

@article{Bosse2011Agent-basedStudyb,
    title = {{Agent-based vs. population-based simulation of displacement of crime: A comparative study}},
    year = {2011},
    journal = {Web Intelligence and Agent Systems},
    author = {Bosse, Tibor and Gerritsen, Charlotte and Hoogendoorn, Mark and Jaffry, S. Waqar and Treur, Jan},
    number = {2},
    pages = {147--160},
    volume = {9},
    doi = {10.3233/WIA-2011-0212},
    issn = {15701263},
    keywords = {Agent-based modelling, crime, population-based modelling, simulation}
}

@article{Agent_Based_Modelling_and_Geographical_I,
    title = {{Agent{\_}Based{\_}Modelling{\_}and{\_}Geographical{\_}I}}
}

@inproceedings{Kelly2012AgentbasedTechniques,
    title = {{Agent‐based computer models for learning about climate change and process analysis techniques}},
    year = {2012},
    booktitle = {The Future of Learning: Proceedings of the 10th International Conference of the Learning Sciences (ICLS 2012) – Volume 1, Full papers},
    author = {Kelly, Nick and Jacobson, Michael J and Markauskaite, Lina and Southavilay, Vilaythong}
}

@article{CorneliusAGINGMODELING,
    title = {{AGING OUT OF CRIME: EXPLORING THE RELATIONSHIP BETWEEN AGE AND CRIME WITH AGENT BASED MODELING}},
    author = {Cornelius, Caitlin V M and Lynch, Christopher J and Modeling, Virginia and Gore, Ross},
    keywords = {agent-based modeling, criminology, resource allocation}
}

@article{Dijkstra1959AlgoritmoDijkstra,
    title = {{Algoritmo de Dijkstra}},
    year = {1959},
    journal = {Wikipedia},
    author = {Dijkstra, Algoritmo De}
}

@article{Axtell1996AligningResults,
    title = {{Aligning simulation models: A case study and results}},
    year = {1996},
    journal = {Computational and Mathematical Organization Theory},
    author = {Axtell, Robert and Axelrod, Robert and Epstein, Joshua M. and Cohen, Michael D.},
    doi = {10.1007/bf01299065},
    issn = {1381-298X}
}

@article{Rahimiyan2010AnMarket,
    title = {{An adaptive Q-Learning algorithm developed foragent-based computational modeling of electricity market}},
    year = {2010},
    journal = {IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews},
    author = {Rahimiyan, Morteza and Mashhadi, Habib Rajabi},
    doi = {10.1109/TSMCC.2010.2044174},
    issn = {10946977},
    keywords = {Agent-based computational modeling, Q-learning (QL), electricity market, risk strategy}
}

@article{Olner2015AnEmergence,
    title = {{An agent model of urban economics: Digging into emergence}},
    year = {2015},
    journal = {Computers, Environment and Urban Systems},
    author = {Olner, Dan and Evans, Andrew and Heppenstall, Alison},
    doi = {10.1016/j.compenvurbsys.2014.12.003},
    issn = {01989715},
    keywords = {Agent-based modelling, Geographical economics, Spatial economics, Urban economics}
}

@article{LiuAnFlood,
    title = {{An agent-based evacuation model for the 2011 Brisbane City-scale riverine flood}},
    journal = {Springer},
    author = {Liu, X and Hazards, S Lim - Natural and 2018, undefined},
    url = {https://link.springer.com/article/10.1007/s11069-018-3373-1}
}

@article{Kangur2017AnVehicles,
    title = {{An agent-based model for diffusion of electric vehicles}},
    year = {2017},
    journal = {Journal of Environmental Psychology},
    author = {Kangur, Ayla and Jager, Wander and Verbrugge, Rineke and Bockarjova, Marija},
    month = {10},
    pages = {166--182},
    volume = {52},
    publisher = {Academic Press},
    doi = {10.1016/j.jenvp.2017.01.002},
    issn = {15229610},
    keywords = {Agent-based modelling, Diffusion of innovations, Electric vehicles}
}

@article{Dawson2011AnManagement,
    title = {{An agent-based model for risk-based flood incident management}},
    year = {2011},
    journal = {Natural Hazards},
    author = {Dawson, Richard J. and Peppe, Roger and Wang, Miao},
    doi = {10.1007/s11069-011-9745-4},
    issn = {0921030X},
    keywords = {Agent-based model, Disaster management, Evacuation, Flooding, Risk analysis}
}

@article{Dawson2011AnManagementb,
    title = {{An agent-based model for risk-based flood incident management}},
    year = {2011},
    journal = {Natural Hazards},
    author = {Dawson, Richard J. and Peppe, Roger and Wang, Miao},
    number = {1},
    month = {10},
    pages = {167--189},
    volume = {59},
    publisher = {Springer},
    url = {https://link.springer.com/article/10.1007/s11069-011-9745-4},
    doi = {10.1007/S11069-011-9745-4/FIGURES/12},
    issn = {0921030X},
    keywords = {Agent-based model, Disaster management, Evacuation, Flooding, Risk analysis}
}

@article{Malleson2009AnBurglary:,
    title = {{An Agent-Based Model of Burglary:}},
    year = {2009},
    journal = {https://doi.org/10.1068/b35071},
    author = {Malleson, Nick and Evans, Andrew and Jenkins, Tony},
    number = {6},
    month = {1},
    pages = {1103--1123},
    volume = {36},
    publisher = {SAGE PublicationsSage UK: London, England},
    url = {https://journals.sagepub.com/doi/abs/10.1068/b35071},
    doi = {10.1068/B35071},
    issn = {14723417}
}

@article{Dubbelboer2017AnInsurance,
    title = {{An Agent-Based Model of Flood Risk and Insurance}},
    year = {2017},
    journal = {2015:92:3},
    author = {Dubbelboer, Jan and Nikolic, Igor and Jenkins, Katie and Hall, Jim},
    number = {1},
    month = {1},
    volume = {20},
    publisher = {JASSS},
    url = {https://www.jasss.org/20/1/6.html},
    doi = {10.18564/JASSS.3135},
    issn = {1460-7425},
    keywords = {Agent-Based Modelling, Flood Insurance, Flood Re, Flooding, London}
}

@article{Auchincloss2011AnSegregation,
    title = {{An agent-based model of income inequalities in diet in the context of residential segregation}},
    year = {2011},
    journal = {American Journal of Preventive Medicine},
    author = {Auchincloss, Amy H. and Riolo, Rick L. and Brown, Daniel G. and Cook, Jeremy and Diez Roux, Ana V.},
    doi = {10.1016/j.amepre.2010.10.033},
    issn = {07493797}
}

@article{GilbertAnMarket,
    title = {{An Agent-Based Model of the English Housing Market}},
    author = {Gilbert, Nigel and Hawksworth, John C and Swinney, Paul A and Llp, Pricewaterhousecoopers},
    url = {www.aaai.org},
    keywords = {Technical Report SS-09-09}
}

@article{Cuevas2020AnFacilities,
    title = {{An agent-based model to evaluate the COVID-19 transmission risks in facilities}},
    year = {2020},
    journal = {Computers in Biology and Medicine},
    author = {Cuevas, Erik},
    doi = {10.1016/j.compbiomed.2020.103827},
    issn = {18790534},
    keywords = {Agent-based modeling, COVID-19, Transmission models}
}

@article{Eppstein2011AnVehicles,
    title = {{An agent-based model to study market penetration of plug-in hybrid electric vehicles}},
    year = {2011},
    journal = {Energy Policy},
    author = {Eppstein, Margaret J. and Grover, David K. and Marshall, Jeffrey S. and Rizzo, Donna M.},
    number = {6},
    month = {6},
    pages = {3789--3802},
    volume = {39},
    publisher = {Elsevier},
    doi = {10.1016/j.enpol.2011.04.007},
    issn = {03014215},
    keywords = {Agent-based model, Market penetration, Plug-in hybrid electric vehicles}
}

@article{Crooks2014AnCholera,
    title = {{An agent-based modeling approach applied to the spread of cholera}},
    year = {2014},
    journal = {Environmental Modelling and Software},
    author = {Crooks, Andrew T. and Hailegiorgis, Atesmachew B.},
    doi = {10.1016/j.envsoft.2014.08.027},
    issn = {13648152},
    keywords = {Agent-based modeling, Cholera, Disease modeling, Geographical information systems, Refugee camps}
}

@article{Rahman2007AnSociety,
    title = {{An analysis to wealth distribution based on sugarscape model In an artificial society}},
    year = {2007},
    journal = {International Journal of Engineering, Transactions B: Applications},
    author = {Rahman, Arash and Setayeshi, Saeed and Zafarghandi, Mojtaba Shamsaei},
    issn = {1728-144X},
    keywords = {Agent based modeling, Artificial life, Artificial society, Sugarscape model, Wealth distribution}
}

@article{Riemersma1988AnCategorization,
    title = {{An empirical study of subjective road categorization}},
    year = {1988},
    journal = {Ergonomics},
    author = {Riemersma, J. B.J.},
    doi = {10.1080/00140138808966704},
    issn = {13665847},
    keywords = {Driver behaviour, Road Safety, Subjective risk, Traffic system design}
}

@inproceedings{Alferes2006AnLanguage,
    title = {{An event-condition-action logic programming language}},
    year = {2006},
    booktitle = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
    author = {Alferes, J. J. and Banti, F. and Brogi, A.},
    pages = {29--42},
    volume = {4160 LNAI},
    publisher = {Springer Verlag},
    isbn = {354039625X},
    doi = {10.1007/11853886{\_}5},
    issn = {16113349}
}

@article{Gras2009AnModel,
    title = {{An Individual-Based Evolving Predator-Prey Ecosystem Simulation Using a Fuzzy Cognitive Map as the Behavior Model}},
    year = {2009},
    journal = {Artificial Life},
    author = {Gras, Robin and Devaurs, Didier and Wozniak, Adrianna and Aspinall, Adam},
    number = {4},
    pages = {423--463},
    volume = {15},
    url = {https://doi.org/10.1162/artl.2009.Gras.012},
    doi = {10.1162/artl.2009.Gras.012}
}

@book{Wilensky2015AnNetLogo,
    title = {{An introduction to agent-based modeling: modeling natural, social, and engineered complex systems with NetLogo}},
    year = {2015},
    author = {Wilensky, Uri and Rand, William},
    publisher = {MIT Press}
}

@book{Batchelor2000AnDynamics,
    title = {{An introduction to fluid dynamics}},
    year = {2000},
    author = {Batchelor, CK and Batchelor, GK},
    url = {https://books.google.co.uk/books?hl=en&lr=&id=Rla7OihRvUgC&oi=fnd&pg=PR17&dq=Batchelor,+G.+K.+(2000).+An+Introduction+to+Fluid+Dynamics.+Cambridge+University+Press.&ots=hkkWtTOTxv&sig=YQriHSs2nXritLGt2193KCW_ZcI}
}

@book{Wooldridge2009AnSystems,
    title = {{An Introduction to MultiAgent Systems}},
    year = {2009},
    author = {Wooldridge, Michael},
    edition = {2nd},
    publisher = {Wiley Publishing},
    isbn = {0470519460, 9780470519462}
}

@book{Wooldridge2010AnEdition,
    title = {{An Introduction to MultiAgent Systems - 2nd Edition}},
    year = {2010},
    booktitle = {ACM SIGACT News},
    author = {Wooldridge, Michael},
    isbn = {978-0-470-51946-2}
}

@article{Nordfjrn2010AnNorway,
    title = {{An investigation of driver attitudes and behaviour in rural and urban areas in Norway}},
    year = {2010},
    journal = {Safety Science},
    author = {Nordfj{\ae}rn, Trond and J{\o}rgensen, Stig Halvard and Rundmo, Torbjørn},
    number = {3},
    month = {3},
    pages = {348--356},
    volume = {48},
    publisher = {Elsevier},
    doi = {10.1016/j.ssci.2009.12.001},
    issn = {09257535},
    keywords = {Attitudes, Driver behaviour, Rural, Traffic safety, Urban}
}

@article{Gaete-Morales2020AnEmobpy,
    title = {{An open tool for creating battery-electric vehicle time series from empirical data -- emobpy}},
    year = {2020},
    journal = {Scientific Data},
    author = {Gaete-Morales, Carlos and Kramer, Hendrik and Schill, Wolf-Peter and Zerrahn, Alexander},
    number = {1},
    month = {4},
    volume = {8},
    publisher = {Nature Research},
    url = {https://arxiv.org/abs/2005.02765v2},
    doi = {10.1038/s41597-021-00932-9},
    arxivId = {2005.02765}
}

@techreport{Martinez2016AnTensorFlow.,
    title = {{An Overview of Google's Machine Intelligence Software TensorFlow.}},
    year = {2016},
    author = {Martinez, Matthew Thomas},
    institution = {Sandia National Lab.(SNL-NM), Albuquerque, NM (United States)}
}

@misc{Ruder2016AnAlgorithms,
    title = {{An overview of gradient descent optimization algorithms}},
    year = {2016},
    author = {Ruder, Sebastian},
    arxivId = {1609.04747}
}

@article{Szumska2020AnalysisPoland,
    title = {{Analysis of the Causes of Vehicle Accidents in Poland}},
    year = {2020},
    journal = {LOGI-Scientific Journal on Transport and Logistics},
    author = {Szumska, Emilia M and {\'{S}}wi{\c{e}}tokrzyska, Politechnika and Frej, Damian and Szumska, Emilia and Grabski, Paweł},
    number = {2},
    volume = {11},
    url = {https://www.researchgate.net/publication/347552502},
    doi = {10.2478/logi-2020-0017},
    keywords = {Road accidents, collisions, passenger vehicle, road safety}
}

@article{Brown1982ANOVA.,
    title = {{ANOVA.}},
    year = {1982},
    journal = {Journal of Pascal and Ada},
    author = {Brown, Bruce L.},
    doi = {10.4135/9781483397429.n50},
    issn = {07351232}
}

@article{Kakade2002ApproximatelyLearning,
    title = {{Approximately Optimal Approximate Reinforcement Learning}},
    year = {2002},
    journal = {IN PROC. 19TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING},
    author = {Kakade, Sham and Kakade, Sham and Langford, John},
    pages = {267--274},
    url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.7.7601}
}

@book{McCopy2001ArcGISAnalyst,
    title = {{ArcGIS 9: Using ArcGIS Spatial Analyst}},
    year = {2001},
    booktitle = {ESRI},
    author = {McCopy, Jill and Johnston, Kevin and Kopp, Steve and Borup, Brett and Willison, Jason and Payne, Bruce},
    isbn = {1589480058},
    arxivId = {arXiv:1011.1669v3}
}

@article{Davenport2018ArtificialStreets,
    title = {{Artificial intelligence 'could save Met {\pounds}30m and put 545 police on the streets'}},
    year = {2018},
    journal = {The Evening Standard},
    author = {Davenport, Justin},
    url = {https://www.standard.co.uk/news/london/artificial-intelligence-could-save-met-30m-and-put-545-police-on-the-streets-a3896996.html}
}

@article{Chen2008ArtificialSystems,
    title = {{Artificial Intelligence techniques: An introduction to their use for modelling environmental systems}},
    year = {2008},
    journal = {Mathematics and Computers in Simulation},
    author = {Chen, Serena H. and Jakeman, Anthony J. and Norton, John P.},
    doi = {10.1016/j.matcom.2008.01.028},
    issn = {03784754},
    keywords = {Case-based reasoning, Cellular automata, Environmental modelling, Multi-agent}
}

@book{Russel2012ArtificialEdition,
    title = {{Artificial intelligence—a modern approach 3rd Edition}},
    year = {2012},
    booktitle = {The Knowledge Engineering Review},
    author = {Russel, Stuart and Norvig, Peter},
    isbn = {9780136042594},
    doi = {10.1017/S0269888900007724},
    issn = {0269-8889},
    pmid = {20949757},
    arxivId = {arXiv:gr-qc/9809069v1},
    archivePrefix = {arXiv},
    eprint = {9809069v1},
    primaryClass = {gr-qc}
}

@article{Epstein1997ArtificialScience,
    title = {{Artificial societies and generative social science}},
    year = {1997},
    journal = {Artificial Life and Robotics},
    author = {Epstein, Joshua M. and Axtell, Robert},
    number = {1},
    month = {3},
    pages = {33--34},
    volume = {1},
    publisher = {Springer Science and Business Media LLC},
    doi = {10.1007/bf02471109},
    issn = {1433-5298}
}

@article{GUERETTE2009ASSESSINGEVALUATIONS,
    title = {{ASSESSING THE EXTENT OF CRIME DISPLACEMENT AND DIFFUSION OF BENEFITS: A REVIEW OF SITUATIONAL CRIME PREVENTION EVALUATIONS*}},
    year = {2009},
    journal = {Criminology},
    author = {GUERETTE, ROB T. and BOWERS, KATE J.},
    number = {4},
    month = {11},
    pages = {1331--1368},
    volume = {47},
    publisher = {John Wiley {\&} Sons, Ltd},
    url = {http://doi.wiley.com/10.1111/j.1745-9125.2009.00177.x},
    doi = {10.1111/j.1745-9125.2009.00177.x},
    issn = {00111384},
    keywords = {Diffusion of benefit, Displacement, Situational crime prevention}
}

@article{Stafford2007AssociationFunctioning,
    title = {{Association between fear of crime and mental health and physical functioning}},
    year = {2007},
    journal = {American Journal of Public Health},
    author = {Stafford, Mai and Chandola, Tarani and Marmot, Michael},
    doi = {10.2105/AJPH.2006.097154},
    issn = {00900036}
}

@inproceedings{Mnih2016AsynchronousLearning,
    title = {{Asynchronous methods for deep reinforcement learning}},
    year = {2016},
    booktitle = {33rd International Conference on Machine Learning, ICML 2016},
    author = {Mnih, Volodymyr and Badia, Adria Puigdomenech and Mirza, Lehdi and Graves, Alex and Harley, Tim and Lillicrap, Timothy P. and Silver, David and Kavukcuoglu, Koray},
    isbn = {9781510829008},
    arxivId = {1602.01783}
}

@inproceedings{Mnih2016AsynchronousLearningb,
    title = {{Asynchronous methods for deep reinforcement learning}},
    year = {2016},
    booktitle = {33rd International Conference on Machine Learning, ICML 2016},
    author = {Mnih, Volodymyr and Badia, Adria Puigdomenech and Mirza, Lehdi and Graves, Alex and Harley, Tim and Lillicrap, Timothy P. and Silver, David and Kavukcuoglu, Koray},
    isbn = {9781510829008},
    arxivId = {1602.01783}
}

@article{Mnih2016AsynchronousLearningc,
    title = {{Asynchronous Methods for Deep Reinforcement Learning}},
    year = {2016},
    journal = {33rd International Conference on Machine Learning, ICML 2016},
    author = {Mnih, Volodymyr and Badia, Adrià Puigdomènech and Mirza, Mehdi and Graves, Alex and Lillicrap, Timothy P. and Harley, Tim and Silver, David and Kavukcuoglu, Koray},
    month = {2},
    pages = {2850--2869},
    volume = {4},
    publisher = {International Machine Learning Society (IMLS)},
    url = {http://arxiv.org/abs/1602.01783},
    arxivId = {1602.01783}
}

@book{Kauffman1995AtComplexity,
    title = {{At Home in the Universe: The Search for the Laws of Self-Organization and Complexity}},
    year = {1995},
    booktitle = {Book},
    author = {Kauffman, Stuart},
    isbn = {0195095995},
    doi = {10.1017/S0016672300033772},
    issn = {0016-6723},
    pmid = {241078},
    arxivId = {arXiv:1011.1669v3},
    keywords = {ISBN-13: 9780195095999}
}

@inproceedings{Calvez2006AutomaticAlgorithms,
    title = {{Automatic tuning of agent-based models using genetic algorithms}},
    year = {2006},
    booktitle = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
    author = {Calvez, Benoît and Hutzler, Guillaume},
    isbn = {3540333800},
    doi = {10.1007/11734680{\_}4},
    issn = {03029743}
}

@article{Vickrey1968AutomobileCritique,
    title = {{Automobile Accidents, Tort Law, Externalities, and Insurance: An Economist's Critique}},
    year = {1968},
    journal = {Law and Contemporary Problems},
    author = {Vickrey, William},
    doi = {10.2307/1190938},
    issn = {00239186}
}

@article{Jones2007BarbaraJones,
    title = {{Barbara Jones}},
    year = {2007},
    journal = {BMJ},
    author = {Jones, Louise},
    number = {7618},
    month = {9},
    pages = {519.4},
    volume = {335},
    publisher = {BMJ},
    doi = {10.1136/bmj.39323.665556.be},
    issn = {0959-8138}
}

@misc{BBCFlood,
    title = {{BBC NEWS | England | North Yorkshire | York counts cost of 2000 flood}},
    url = {http://news.bbc.co.uk/1/hi/england/north_yorkshire/3559528.stm}
}

@misc{Adam2016BDISurvey,
    title = {{BDI agents in social simulations: A survey}},
    year = {2016},
    booktitle = {Knowledge Engineering Review},
    author = {Adam, Carole and Gaudou, Benoit},
    doi = {10.1017/S0269888916000096},
    issn = {14698005}
}

@inproceedings{Rao1995BDIPractice,
    title = {{BDI Agents: From Theory to Practice}},
    year = {1995},
    booktitle = {Proceedings of the First International Conference on Multi-Agent Systems (ICMAS-95)},
    author = {Rao, Anand and Georgeff, Michael}
}

@inproceedings{Corchado1997BDIManagement,
    title = {{BDI Multiagent Hybrid Architecture for Project Management}},
    year = {1997},
    booktitle = {IEEE COLLOQUIUM ON KNOWLEDGE DISCOVERY AND DATA MINING},
    author = {Corchado, J M}
}

@article{Sethi1995BehaviouralOptimisation,
    title = {{Behavioural Heterogeneity Under Evolutionary Pressure: Macroeconomic Implications of Costly Optimisation}},
    year = {1995},
    journal = {The Economic Journal},
    author = {Sethi, Rajiv and Franke, Reiner},
    number = {430},
    month = {5},
    pages = {583},
    volume = {105},
    publisher = {Oxford University Press (OUP)},
    doi = {10.2307/2235019},
    issn = {00130133}
}

@incollection{Haddadi1996Belief-desire-intentionArchitectures,
    title = {{Belief-desire-intention agent architectures}},
    year = {1996},
    booktitle = {Foundations of distributed artificial intelligence},
    author = {Haddadi, A. and Sundermeyer, K.},
    isbn = {0471006750}
}

@article{Burkhard1998Belief-Desire-IntentionSoccer,
    title = {{Belief-Desire-Intention Deliberation in Artificial Soccer}},
    year = {1998},
    journal = {AI Magazine},
    author = {Burkhard, Hans-Dieter and Hannebauer, Markus and Wendler, Jan},
    number = {3},
    month = {9},
    pages = {87},
    volume = {19},
    url = {https://www.aaai.org/ojs/index.php/aimagazine/article/view/1397},
    doi = {10.1609/aimag.v19i3.1397}
}

@inproceedings{Holvoet2006BeliefsEnvironment,
    title = {{Beliefs, Desires and Intentions Through the Environment}},
    year = {2006},
    booktitle = {Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems},
    author = {Holvoet, Tom and Valckenaers, Paul},
    pages = {1052--1054},
    series = {AAMAS '06},
    publisher = {ACM},
    url = {http://doi.acm.org/10.1145/1160633.1160820},
    address = {New York, NY, USA},
    isbn = {1-59593-303-4},
    doi = {10.1145/1160633.1160820}
}

@article{Colon2015BifurcationInteractions,
    title = {{Bifurcation analysis of an agent-based model for predator-prey interactions}},
    year = {2015},
    journal = {Ecological Modelling},
    author = {Colon, C. and Claessen, D. and Ghil, M.},
    doi = {10.1016/j.ecolmodel.2015.09.004},
    issn = {03043800},
    keywords = {Critical transition, Early-warning signals, Heteroclinic bifurcation, Hopf bifurcation, ODE, Singular spectrum analysis, Time series analysis}
}

@article{Wikipedia2015BigNotation,
    title = {{Big O Notation}},
    year = {2015},
    journal = {Wikipedia},
    author = {{Wikipedia}}
}

@article{Black2007Big-ONotation,
    title = {{big-O notation}},
    year = {2007},
    journal = {Dictionary of Algorithms and Data Structures},
    author = {Black, Pe}
}

@inproceedings{Moravcik2018BoostingEU,
    title = {{Boosting car safety in the EU}},
    year = {2018},
    booktitle = {11th International Science and Technical Conference Automotive Safety, AUTOMOTIVE SAFETY 2018},
    author = {Morav{\v{c}}{\'{i}}k, Eubomir and Ja{\'{s}}kiewicz, Marek},
    month = {6},
    pages = {1--5},
    publisher = {Institute of Electrical and Electronics Engineers Inc.},
    isbn = {9781538645789},
    doi = {10.1109/AUTOSAFE.2018.8373307},
    keywords = {Active Safety, Intelligent Transport Systems, Intelligent Vehicle, Intelligent Vehicle Safety Systems, Passive Safety, Present Vehicle Safety Regulation, Regulation, Vehicle Safety}
}

@inproceedings{Manson2006BoundedPrograms,
    title = {{Bounded rationality in agent-based models: Experiments with evolutionary programs}},
    year = {2006},
    booktitle = {International Journal of Geographical Information Science},
    author = {Manson, S. M.},
    number = {9},
    month = {10},
    pages = {991--1012},
    volume = {20},
    doi = {10.1080/13658810600830566},
    issn = {13658816},
    keywords = {Agent-based model, Bounded rationality, Evolutionary programs, Land change}
}

@misc{Ram2020BrakingSkill-Lync,
    title = {{Braking energy calculation for a given drive cycle and different methods of regenerative braking. : Skill-Lync}},
    year = {2020},
    author = {Ram, Aakash},
    url = {https://skill-lync.com/student-projects/week-11-challenge-braking-6}
}

@article{Townsley2008BuildingComplexity,
    title = {{Building better crime simulations: Systematic replication and the introduction of incremental complexity}},
    year = {2008},
    journal = {Journal of Experimental Criminology},
    author = {Townsley, Michael and Birks, Daniel J.},
    number = {3},
    month = {9},
    pages = {309--333},
    volume = {4},
    doi = {10.1007/s11292-008-9054-4},
    issn = {15733750},
    keywords = {Crime, Replication, Simulation modelling, Systematic, Validation}
}

@article{Wautelet2016BusinessSystems,
    title = {{Business and model-driven development of BDI multi-agent systems}},
    year = {2016},
    journal = {Neurocomputing},
    author = {Wautelet, Yves and Kolp, Manuel},
    doi = {10.1016/j.neucom.2015.12.022},
    issn = {18728286},
    keywords = {Actor responsibility assignment, Agent-based development, BDI software system, I*, Model-driven engineering, Multi-agent system, Service modeling}
}

@article{Ahrweiler2005CaffeSimulation,
    title = {{Caff{\`{e}} nero: The evaluation of social simulation}},
    year = {2005},
    journal = {JASSS},
    author = {Ahrweiler, Petra and Gilbert, Nigel},
    issn = {14607425},
    keywords = {Constructivist View, Evaluation, Social Simulation, Standard View, User Community}
}

@misc{2010CalculatingMpg,
    title = {{Calculating a car’s CO2 emissions from its mpg}},
    year = {2010},
    url = {https://www.eta.co.uk/2010/02/22/calculating-a-cars-co2-emissions-from-its-mpg/}
}

@article{Al-Ahmadi2009CalibrationArabia,
    title = {{Calibration of a fuzzy cellular automata model of urban dynamics in Saudi Arabia}},
    year = {2009},
    journal = {Ecological Complexity},
    author = {Al-Ahmadi, Khalid and See, Linda and Heppenstall, Alison and Hogg, James},
    doi = {10.1016/j.ecocom.2008.09.004},
    issn = {1476945X},
    keywords = {Calibration, Cellular automata, Fuzzy logic, Urban modelling}
}

@article{SpectrumCanCar,
    title = {{Can you program ethics into a self-driving car?}},
    journal = {ieeexplore.ieee.org},
    author = {Spectrum, NJ Goodall - IEEE and 2016, undefined},
    url = {https://ieeexplore.ieee.org/abstract/document/7473149/?casa_token=Tvl8CNh9YmAAAAAA:tsd9kfmlI2YU7I7XKNYk7qxtnwKy7dwgc9umEzoJeugOuHvECQuQTtOG5BzRy0zIg1TtEu37Ag}
}

@inproceedings{Smajgl2007CapturingGuideline,
    title = {{Capturing heterogeneity in empirical agent-based models: A guideline}},
    year = {2007},
    booktitle = {Proceedings of the 4th Conference of the European Social Simulation Association, ESSA 2007},
    author = {Smajgl, Alex and Bohensky, Erin and Bonnet, Iris},
    isbn = {9782952032674}
}

@misc{Ferguson2007CapturingBehaviour,
    title = {{Capturing human behaviour}},
    year = {2007},
    booktitle = {Nature},
    author = {Ferguson, Neil},
    doi = {10.1038/446733a},
    issn = {14764687}
}

@article{OSullivan2009ChangingSystems,
    title = {{Changing neighborhoodsĝ€"neighborhoods changing: A framework for spatially explicit agent-based models of social systems}},
    year = {2009},
    journal = {Sociological Methods and Research},
    author = {O'Sullivan, David},
    doi = {10.1177/0049124109334793},
    issn = {00491241},
    keywords = {Agent-based models, Neighbourhoods, Residential location, Segregation}
}

@techreport{dftChartType,
    title = {{Chart 3: Trips per person per year by main mode and area type}},
    author = {{dft}},
    url = {www.dft.gov.uk/transtat}
}

@techreport{FleiterChoosingIssues,
    title = {{Choosing not to speed: A qualitative exploration of differences in perceptions about speed limit compliance and related issues}},
    author = {Fleiter, Judy J and Lennon, Alexia and Watson, Barry}
}

@book{Kibble2004ClassicalMechanics,
    title = {{Classical mechanics}},
    year = {2004},
    author = {Kibble, T and Berkshire, FH},
    url = {https://books.google.co.uk/books?hl=en&lr=&id=-s02DwAAQBAJ&oi=fnd&pg=PR7&dq=Kibble,+T.,+%26+Berkshire,+F.+H.+(2004).+Classical+mechanics.+world+scientific+publishing+company&ots=qWHt8vanoD&sig=y49C4P_msDO1fUILU_P2tQn_iNQ}
}

@article{Han2020ClassificationFeatures,
    title = {{Classification of urban street networks based on tree-like network features}},
    year = {2020},
    journal = {Sustainability (Switzerland)},
    author = {Han, Baorui and Sun, Dazhi and Yu, Xiaomei and Song, Wanlu and Ding, Lisha},
    doi = {10.3390/su12020628},
    issn = {20711050},
    keywords = {Network division, Planning parameters, Street network, Tree-like network}
}

@article{Adolphs2003CognitiveBehaviour,
    title = {{Cognitive neuroscience: Cognitive neuroscience of human social behaviour}},
    year = {2003},
    journal = {Nature Reviews Neuroscience},
    author = {Adolphs, Ralph},
    number = {3},
    pages = {165--178},
    volume = {4},
    doi = {10.1038/nrn1056},
    issn = {14710048}
}

@inproceedings{Spatharis2019CollaborativeManagement,
    title = {{Collaborative multiagent reinforcement learning schemes for air traffic management}},
    year = {2019},
    booktitle = {10th International Conference on Information, Intelligence, Systems and Applications, IISA 2019},
    author = {Spatharis, Chistos and Blekas, Konstantinos and Bastas, Alevizos and Kravaris, Theocharis and Vouros, George A.},
    isbn = {9781728149592},
    doi = {10.1109/IISA.2019.8900719},
    keywords = {Air-traffic management, Collaborative multiagent reinforcement learning, Congestion problems, Hierarchical learning, State abstraction}
}

@article{Sutherland2013CollectiveLondon,
    title = {{Collective efficacy, deprivation and violence in London}},
    year = {2013},
    journal = {British Journal of Criminology},
    author = {Sutherland, Alex and Brunton-Smith, Ian and Jackson, Jonathan},
    doi = {10.1093/bjc/azt050},
    issn = {00070955},
    keywords = {collective efficacy, social disadvantage, social disorganization theory, violence}
}

@article{2015CollegeService,
    title = {{College of Policing analysis: Estimating demand on the police service}},
    year = {2015},
    journal = {College of Policing},
    pages = {16}
}

@article{2015CollegeServiceb,
    title = {{College of Policing analysis: Estimating demand on the police service}},
    year = {2015},
    journal = {College of Policing},
    pages = {16}
}

@inproceedings{Salim2007CollisionIntersections,
    title = {{Collision pattern modeling and Real-Time collision detection at road intersections}},
    year = {2007},
    booktitle = {IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC},
    author = {Salim, Flora Dilys and Loke, Seng Wai and Rakotonirainy, Andry and Srinivasan, Bala and Krishnaswamy, Shonali},
    pages = {161--166},
    isbn = {1424413966},
    doi = {10.1109/ITSC.2007.4357693}
}

@article{Lee2002CollisionSimulator,
    title = {{Collision warning timing, driver distraction, and driver response to imminent rear-end collisions in a high-fidelity driving simulator}},
    year = {2002},
    journal = {Human Factors},
    author = {Lee, John D. and McGehee, Daniel V. and Brown, Timothy L. and Reyes, Michelle L.},
    number = {2},
    pages = {314--334},
    volume = {44},
    publisher = {Human Factors and Ergonomics Society},
    doi = {10.1518/0018720024497844},
    issn = {00187208},
    pmid = {12452276}
}

@article{Robinson2007ComparisonScience,
    title = {{Comparison of empirical methods for building agent-based models in land use science}},
    year = {2007},
    journal = {Journal of Land Use Science},
    author = {Robinson, Derek T. and Brown, Daniel G. and Parker, Dawn C. and Schreinemachers, Pepijn and Janssen, Marco A. and Huigen, Marco and Wittmer, Heidi and Gotts, Nick and Promburom, Panomsak and Irwin, Elena and Berger, Thomas and Gatzweiler, Franz and Barnaud, Cécile},
    doi = {10.1080/17474230701201349},
    issn = {17474248},
    keywords = {Agent-based model, Companion modeling, Empirical parameterization, Experiments, Household surveys, Human–environment interactions, Participant observation, Spatial data}
}

@article{OSullivan2004ComplexityGeography,
    title = {{Complexity science and human geography}},
    year = {2004},
    journal = {Transactions of the Institute of British Geographers},
    author = {O'Sullivan, David},
    isbn = {1475-5661},
    doi = {10.1111/j.0020-2754.2004.00321.x},
    issn = {00202754},
    keywords = {Complexity, Epistemology, Ontology, Spatial representation}
}

@article{Golledge1978ComprehendingPractice,
    title = {{Comprehending the Urban Environment: Theory and Practice}},
    year = {1978},
    journal = {Geographical Analysis},
    author = {Golledge, Reginald G. and Spector, Aron N.},
    doi = {10.1111/j.1538-4632.1978.tb00667.x},
    issn = {15384632}
}

@article{Gilbert2018ComputationalPractice,
    title = {{Computational modelling of public policy: Reflections on practice}},
    year = {2018},
    journal = {JASSS},
    author = {Gilbert, Nigel and Ahrweiler, Petra and Barbrook-Johnson, Pete and Narasimhan, Kavin Preethi and Wilkinson, Helen},
    doi = {10.18564/jasss.3669},
    issn = {14607425},
    keywords = {Collaboration, Ethics, Modelling guidelines, Policy appraisal, Policy evaluation, Policy modelling}
}

@article{Squazzoni2020ComputationalAction,
    title = {{Computational models that matter during a global pandemic outbreak: A call to action}},
    year = {2020},
    journal = {JASSS},
    author = {Squazzoni, Flaminio and Polhill, J. Gareth and Edmonds, Bruce and Ahrweiler, Petra and Antosz, Patrycja and Scholz, Geeske and Chappin, Emile and Borit, Melania and Verhagen, Harko and Giardini, Francesca and Gilbert, Nigel},
    doi = {10.18564/jasss.4298},
    issn = {14607425},
    keywords = {Agent-Based Models, COVID-19, Data, Modelling, Pandemic Disease, Policy}
}

@article{Brantingham2004ComputerCriminologists,
    title = {{Computer Simulation as a Tool for Environmental Criminologists}},
    year = {2004},
    journal = {Security Journal},
    author = {Brantingham, Patricia L and Brantingham, Paul J},
    doi = {10.1057/palgrave.sj.8340159},
    issn = {0955-1662}
}

@misc{Hoban2012ComputerGenetics,
    title = {{Computer simulations: Tools for population and evolutionary genetics}},
    year = {2012},
    booktitle = {Nature Reviews Genetics},
    author = {Hoban, Sean and Bertorelle, Giorgio and Gaggiotti, Oscar E.},
    doi = {10.1038/nrg3130},
    issn = {14710056}
}

@article{PlacesCatapultConnectedVehicles,
    title = {{Connected Places Catapult Market Forecast For Connected and Autonomous Vehicles}},
    author = {Places Catapult, Connected},
    keywords = {cav, cavs, connected and autonomous vehicles, connected places catapult, market forecast}
}

@inproceedings{Rawal2010ConstructingCoevolution,
    title = {{Constructing competitive and cooperative agent behavior using coevolution}},
    year = {2010},
    booktitle = {Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games, CIG2010},
    author = {Rawal, Aditya and Rajagopalan, Padmini and Miikkulainen, Risto},
    isbn = {9781424462971},
    doi = {10.1109/ITW.2010.5593366}
}

@article{Boskin2011ConsumerLiving,
    title = {{Consumer Prices, the Consumer Price Index, and the Cost of Living}},
    year = {2011},
    journal = {Journal of Economic Perspectives},
    author = {Boskin, Michael J and Dulberger, Ellen R and Gordon, Robert J and Griliches, Zvi and Jorgenson, Dale W},
    doi = {10.1257/jep.12.1.3},
    issn = {0895-3309}
}

@incollection{Weisburd1993ContrastingCrime,
    title = {{Contrasting crime general and crime specific theory: The case of hot spots of crime}},
    year = {1993},
    booktitle = {Advances in Criminological Theory},
    author = {Weisburd, David and Maher, Lisa and Sherman, Lawrence and Buerger, Michael and Cohn, Ellen and Petrosino, Anthony}
}

@article{Melo2001ConvergenceProof,
    title = {{Convergence of Q-learning: A simple proof}},
    year = {2001},
    journal = {Institute Of Systems and Robotics, Tech. Rep},
    author = {Melo, Francisco S},
    isbn = {0030-8870},
    doi = {10.1016/j.aqpro.2013.07.003},
    issn = {00308870},
    pmid = {24439530},
    arxivId = {arXiv:1011.1669v3}
}

@article{ShafieiCost-effectivenessZealand,
    title = {{Cost-effectiveness analysis of inducing green vehicles to achieve deep reductions in greenhouse gas emissions in New Zealand}},
    journal = {Elsevier},
    author = {Shafiei, E and Leaver, J and Production, B Davidsdottir - Journal of Cleaner and 2017, undefined},
    url = {https://www.sciencedirect.com/science/article/pii/S0959652617304675}
}

@misc{AlexandreCostlyManagement,
    title = {{Costly floods shine a spotlight on flood management in Canada | JBA Risk Management}},
    author = {Alexandre, Rebecca},
    url = {https://www.jbarisk.com/news-blogs/costly-floods-shine-a-spotlight-on-flood-management-in-canada/}
}

@article{Hasan2021CostsZealand,
    title = {{Costs and emissions: Comparing electric and petrol-powered cars in New Zealand}},
    year = {2021},
    journal = {Transportation Research Part D: Transport and Environment},
    author = {Hasan, Md Arif and Frame, David J and Chapman, Ralph and Archie, Kelli M},
    pages = {102671},
    volume = {90},
    url = {https://www.sciencedirect.com/science/article/pii/S1361920920308567},
    doi = {https://doi.org/10.1016/j.trd.2020.102671},
    issn = {1361-9209},
    keywords = {Emissions reduction potential, Feebate, Light duty electric vehicle, Light duty internal combustion engine vehicle, Per-kilometre cost, Used vehicle}
}

@article{Hasan2021CostsZealandb,
    title = {{Costs and emissions: Comparing electric and petrol-powered cars in New Zealand}},
    year = {2021},
    journal = {Transportation Research Part D: Transport and Environment},
    author = {Hasan, Md Arif and Frame, David J. and Chapman, Ralph and Archie, Kelli M.},
    month = {1},
    pages = {102671},
    volume = {90},
    publisher = {Pergamon},
    doi = {10.1016/J.TRD.2020.102671},
    issn = {1361-9209},
    keywords = {Emissions reduction potential, Feebate, Light duty electric vehicle, Light duty internal combustion engine vehicle, Per-kilometre cost, Used vehicle}
}

@article{Harland2012CreatingTechniques,
    title = {{Creating realistic synthetic populations at varying spatial scales: A comparative critique of population synthesis techniques}},
    year = {2012},
    journal = {JASSS},
    author = {Harland, Kirk and Heppenstall, Alison and Smith, Dianna and Birkin, Mark},
    doi = {10.18564/jasss.1909},
    issn = {14607425},
    keywords = {Conditional probability, Deterministic reweighting, Population synthesis, Simulated annealing, Spatial scales}
}

@techreport{Clarke2005CrimeSolvers,
    title = {{Crime AnAlysis for Problem solvers}},
    year = {2005},
    author = {Clarke, Ronald V and Eck, John E},
    url = {https://www.ncjrs.gov/App/AbstractDB/AbstractDBDetails.aspx?id=232576}
}

@book{Mayhew1976CrimeOpportunity,
    title = {{Crime as opportunity}},
    year = {1976},
    author = {Mayhew, P and Britain, G},
    url = {https://popcenter.asu.edu/sites/default/files/124-mayhew_et_al-crime_as_opportunity.pdf},
    isbn = {0113406746}
}

@article{Johnson2014CrimeReduction,
    title = {{Crime displacement: what we know, what we don’t know, and what it means for crime reduction}},
    year = {2014},
    journal = {Journal of Experimental Criminology},
    author = {Johnson, Shane D. and Guerette, Rob T. and Bowers, Kate},
    doi = {10.1007/s11292-014-9209-4},
    issn = {15728315},
    keywords = {Crime displacement, Crime patterns, Crime reduction, Diffusion of benefits, Focused policing, Problem-oriented policing, Situational crime prevention}
}

@article{Johnson2014CrimeReductionb,
    title = {{Crime displacement: what we know, what we don’t know, and what it means for crime reduction}},
    year = {2014},
    journal = {Journal of Experimental Criminology},
    author = {Johnson, Shane D. and Guerette, Rob T. and Bowers, Kate},
    number = {4},
    month = {12},
    pages = {549--571},
    volume = {10},
    publisher = {Kluwer Academic Publishers},
    url = {https://link.springer.com/article/10.1007/s11292-014-9209-4},
    doi = {10.1007/s11292-014-9209-4},
    issn = {15728315},
    keywords = {Crime displacement, Crime patterns, Crime reduction, Diffusion of benefits, Focused policing, Problem-oriented policing, Situational crime prevention}
}

@misc{CrimePrograms,
    title = {{Crime in England and Wales 2007/08: Findings From the British Crime Survey and Police Recorded Crime | Office of Justice Programs}},
    url = {https://www.ojp.gov/ncjrs/virtual-library/abstracts/crime-england-and-wales-200708-findings-british-crime-survey-and}
}

@article{Barr1990CrimeDeflection,
    title = {{Crime Placement, Displacement, and Deflection}},
    year = {1990},
    journal = {Crime and Justice},
    author = {Barr, Robert and Pease, Ken},
    doi = {10.1086/449167},
    issn = {0192-3234}
}

@article{Malleson2010CrimeBurglary,
    title = {{Crime reduction through simulation: An agent-based model of burglary}},
    year = {2010},
    journal = {Computers, Environment and Urban Systems},
    author = {Malleson, Nick and Heppenstall, Alison and See, Linda},
    isbn = {0198-9715},
    doi = {10.1016/j.compenvurbsys.2009.10.005},
    issn = {01989715},
    keywords = {Agent-based modelling, Burglary, Computer simulation, Crime reduction}
}

@article{Malleson2010CrimeBurglaryb,
    title = {{Crime reduction through simulation: An agent-based model of burglary}},
    year = {2010},
    journal = {Computers, Environment and Urban Systems},
    author = {Malleson, Nick and Heppenstall, Alison and See, Linda},
    number = {3},
    month = {5},
    pages = {236--250},
    volume = {34},
    publisher = {Pergamon},
    doi = {10.1016/j.compenvurbsys.2009.10.005},
    issn = {01989715},
    keywords = {Agent-based modelling, Burglary, Computer simulation, Crime reduction}
}

@article{Topalli2005CRIMINALStimuli,
    title = {{CRIMINAL EXPERTISE AND OFFENDER DECISION-MAKING: An Experimental Analysis of How Offenders and Non-Offenders Differentially Perceive Social Stimuli}},
    year = {2005},
    journal = {The British Journal of Criminology},
    author = {Topalli, Volkan},
    number = {3},
    month = {3},
    pages = {269--295},
    volume = {45},
    publisher = {Oxford University Press},
    url = {http://www.jstor.org/stable/23639318},
    issn = {00070955, 14643529}
}

@article{Brantingham1995CriminalityCrimeAttractors,
    title = {{Criminality of Place: Crime Generators and CrimeAttractors}},
    year = {1995},
    journal = {European Journal on Criminal Policy and Research},
    author = {Brantingham, Patricia and Brantingham, Paul},
    month = {11},
    pages = {5--26},
    volume = {13}
}

@article{Hasan2020CurbingSector,
    title = {{Curbing the car: the mitigation potential of a higher carbon price in the New Zealand transport sector}},
    year = {2020},
    journal = {Climate Policy},
    author = {Hasan, Md Arif and Frame, David J and Chapman, Ralph and Archie, Kelli M},
    number = {5},
    pages = {563--576},
    volume = {20},
    publisher = {Taylor {\&} Francis},
    url = {https://doi.org/10.1080/14693062.2020.1750334},
    doi = {10.1080/14693062.2020.1750334}
}

@inproceedings{Bengio2009CurriculumLearning,
    title = {{Curriculum learning}},
    year = {2009},
    booktitle = {ACM International Conference Proceeding Series},
    author = {Bengio, Yoshua and Louradour, Jér̂ome and Collobert, Ronan and Weston, Jason},
    isbn = {9781605585161},
    doi = {10.1145/1553374.1553380}
}

@article{Ma2014DailyForm,
    title = {{Daily travel behaviour in Beijing, China.An analysis of workers' trip chains, and the role of socio-demographics and urban form}},
    year = {2014},
    journal = {Habitat International},
    author = {Ma, Jing and Mitchell, Gordon and Heppenstall, Alison},
    doi = {10.1016/j.habitatint.2014.04.008},
    issn = {01973975},
    keywords = {Beijing, Tour generation, Tour schedule, Trip chain, Urban form}
}

@incollection{Biryukov2006DataDES,
    title = {{Data encryption standard (DES)}},
    year = {2006},
    booktitle = {Encyclopedia of Cryptography and Security},
    author = {Biryukov, Alex and Canni{\`{e}}re, Christophe},
    doi = {10.1007/0-387-23483-7{\_}94}
}

@incollection{Heer2019DataWrangling,
    title = {{Data Wrangling}},
    year = {2019},
    booktitle = {Encyclopedia of Big Data Technologies},
    author = {Heer, Jeffrey and Hellerstein, Joseph M. and Kandel, Sean},
    doi = {10.1007/978-3-319-77525-8{\_}9}
}

@article{Lassi2003DeactivationTime,
    title = {{Deactivation Correlations of Pd / Rh Three-Way Catalysts Designed for Euro Iv Emission Limits. Effect of Ageing Atmospere, Temperature and Time}},
    year = {2003},
    journal = {Oulu University Press},
    author = {Lassi, Ulla},
    pages = {1--136},
    institution = {University of Oulu},
    isbn = {9514269543},
    keywords = {Activity, Ageing, Catalyst, TWC, characterization, deactivation, hydrothermal, poisoning}
}

@misc{DeAngelis2019Decision-makingProspectus,
    title = {{Decision-making in agent-based modeling: A current review and future prospectus}},
    year = {2019},
    booktitle = {Frontiers in Ecology and Evolution},
    author = {DeAngelis, Donald L. and Diaz, Stephanie G.},
    doi = {10.3389/fevo.2018.00237},
    issn = {2296701X},
    keywords = {Agent-based models, Artificial neural networks, Genetic algorithms, Optimization, Proximate decisions, Spatially explicit models}
}

@misc{Lecun2015DeepLearning,
    title = {{Deep learning}},
    year = {2015},
    booktitle = {Nature},
    author = {Lecun, Yann and Bengio, Yoshua and Hinton, Geoffrey},
    doi = {10.1038/nature14539},
    issn = {14764687},
    pmid = {26017442}
}

@article{Justesen2020DeepPlaying,
    title = {{Deep learning for video game playing}},
    year = {2020},
    journal = {IEEE Transactions on Games},
    author = {Justesen, Niels and Bontrager, Philip and Togelius, Julian and Risi, Sebastian},
    number = {1},
    month = {3},
    pages = {1--20},
    volume = {12},
    publisher = {Institute of Electrical and Electronics Engineers Inc.},
    doi = {10.1109/TG.2019.2896986},
    issn = {24751510},
    arxivId = {1708.07902},
    keywords = {Algorithms, Artificial intelligence, Learning, Machine learning algorithms, Multilayer neural network}
}

@book{AGulli2012DeepKeras,
    title = {{Deep Learning with Keras}},
    year = {2012},
    booktitle = {Journal of Psychosomatic Research},
    author = {A Gulli, S Pal},
    isbn = {1531-7714 ST - Mixing interview and questionnaires methods: Practical problems in aligning data},
    doi = {10.1046/j.1523-1755.1999.00274.x},
    issn = {1531-7714},
    pmid = {9987086},
    arxivId = {15/08/2013},
    keywords = {4-6}
}

@incollection{Nelli2018DeepTensorFlow,
    title = {{Deep Learning with TensorFlow}},
    year = {2018},
    booktitle = {Python Data Analytics},
    author = {Nelli, Fabio and Nelli, Fabio},
    doi = {10.1007/978-1-4842-3913-1{\_}9}
}

@article{Emuna2020DeepCars,
    title = {{Deep Reinforcement Learning for Human-Like Driving Policies in Collision Avoidance Tasks of Self-Driving Cars}},
    year = {2020},
    author = {Emuna, Ran and Borowsky, Avinoam and Biess, Armin},
    month = {6},
    url = {http://arxiv.org/abs/2006.04218},
    arxivId = {2006.04218}
}

@article{Hawick2008DefensiveModel,
    title = {{Defensive spiral emergence in a predator-prey model}},
    year = {2008},
    journal = {Complexity International},
    author = {Hawick, K. A. and Scogings, C. J. and James, H. A.},
    issn = {13200682}
}

@techreport{Martens1997DeliverableReview,
    title = {{Deliverable D1 The Effects of Road Design on Speed Behaviour: A Literature Review Public MASTER PROJECT FUNDED BY THE EUROPEAN COMMISSION UNDER THE TRANSPORT RTD PROGRAMME OF THE 4th FRAMEWORK PROGRAMME The Effects of Road Design on Speed Behaviour: A Literature Review}},
    year = {1997},
    author = {Martens, Marieke}
}

@article{Muller2013DescribingProtocol,
    title = {{Describing human decisions in agent-based models - ODD+D, an extension of the ODD protocol}},
    year = {2013},
    journal = {Environmental Modelling and Software},
    author = {M{\"{u}}ller, Birgit and Bohn, Friedrich and Dre{\ss}ler, Gunnar and Groeneveld, Jürgen and Klassert, Christian and Martin, Romina and Schl{\"{u}}ter, Maja and Schulze, Jule and Weise, Hanna and Schwarz, Nina},
    doi = {10.1016/j.envsoft.2013.06.003},
    issn = {13648152},
    keywords = {Adaptation, Decision-making process, Human behaviour, Human-environmental interaction, Learning, Natural resource use, ODD model description, Simulation model, Standard protocol}
}

@misc{2018DesigningSimulations,
    title = {{Designing safer cities through simulations}},
    year = {2018},
    url = {https://blogs.unity3d.com/2018/01/23/designing-safer-cities-through-simulations/}
}

@article{Caskey2018DeterLearning,
    title = {{Deter and protect: crime modeling with multi-agent learning}},
    year = {2018},
    journal = {Complex {\&} Intelligent Systems},
    author = {Caskey, Trevor R. and Wasek, James S. and Franz, Anna Y.},
    doi = {10.1007/s40747-017-0062-8},
    issn = {2199-4536}
}

@article{Hu2017DifferencesBeijing,
    title = {{Differences in energy consumption in electric vehicles: An exploratory real-world study in Beijing}},
    year = {2017},
    journal = {Journal of Advanced Transportation},
    author = {Hu, Kezhen and Wu, Jianping and Schwanen, Tim},
    month = {9},
    volume = {2017},
    publisher = {Hindawi Limited},
    doi = {10.1155/2017/4695975},
    issn = {20423195}
}

@article{Sigurdsson2008DifferencesOffenders,
    title = {{Differences in the cognitive ability and personality of desisters and re-offenders: A prospective study among young offenders}},
    year = {2008},
    journal = {https://doi.org/10.1080/10683160108401781},
    author = {Sigurdsson, Jon Fridrik and Gudjonsson, Gisli H. and Peersen, Marius},
    number = {1},
    pages = {33--43},
    volume = {7},
    publisher = { Taylor {\&} Francis Group },
    url = {https://www.tandfonline.com/doi/abs/10.1080/10683160108401781},
    doi = {10.1080/10683160108401781},
    issn = {1068316X},
    keywords = {cognitive factors, compliance, juvenile offenders, personality, protective factors, re-offending}
}

@incollection{Edmonds2017DifferentPurposes,
    title = {{Different modelling purposes}},
    year = {2017},
    booktitle = {Understanding Complex Systems},
    author = {Edmonds, Bruce},
    doi = {10.1007/978-3-319-66948-9{\_}4},
    issn = {18600840},
    keywords = {Analogy, Assumptions, Bounding outcomes, Calibration, Data collection, Education, Explanation, Generative explanation, Guiding data collection, Perturbation, Plausibility, Policy options, Prediction, Qualitative behaviour, Question discovery, Robustness, Science, Tradeoffs, Training, Understanding, Validation}
}

@article{Clarke1994DiffusionDisplacement,
    title = {{Diffusion of crime control benefits: Observations on the reverse of displacement}},
    year = {1994},
    journal = {Crime Prev. Stud.},
    author = {Clarke, Ronald V. and Weisburd, David}
}

@article{Ginovart2014DiscoveringSystem,
    title = {{Discovering the power of individual-based modelling in teaching and learning: The study of a predator–prey system}},
    year = {2014},
    journal = {Journal of Science Education and Technology},
    author = {Ginovart, Marta},
    number = {4},
    month = {8},
    pages = {496--513},
    volume = {23},
    publisher = {Kluwer Academic Publishers},
    doi = {10.1007/s10956-013-9480-6},
    issn = {15731839},
    keywords = {Individual-based model, Modelling of biosystems, NetLogo platform, Predator–prey system, Undergraduate}
}

@techreport{HesselingDISPLACEMENT:LITERATURE,
    title = {{DISPLACEMENT: A REVIEW OF THE EMPIRICAL LITERATURE}},
    booktitle = {live-cpop.ws.asu.edu},
    author = {Hesseling, Rene B P},
    url = {https://live-cpop.ws.asu.edu/sites/default/files/library/CrimePrevention/Volume_03/07_hesseling.pdf}
}

@incollection{Jagannathan2012DistributedBibliography,
    title = {{Distributed Artificial Intelligence: An Annotated Bibliography}},
    year = {2012},
    booktitle = {Distributed Artificial Intelligence},
    author = {Jagannathan, V. and Dodhiawala, Rajendra},
    doi = {10.1016/b978-0-934613-38-5.50015-5}
}

@article{Hayes2000DividingContinent,
    title = {{Dividing the continent}},
    year = {2000},
    journal = {American Scientist},
    author = {Hayes, Brian},
    number = {6},
    pages = {481--485},
    volume = {88},
    publisher = {Sigma Xi, Scientific Research Society},
    doi = {10.1511/2000.41.3335},
    issn = {00030996}
}

@article{Breetz2018DoCities,
    title = {{Do electric vehicles need subsidies? Ownership costs for conventional, hybrid, and electric vehicles in 14 U.S. cities}},
    year = {2018},
    journal = {Energy Policy},
    author = {Breetz, Hanna L and Salon, Deborah},
    pages = {238--249},
    volume = {120},
    url = {https://www.sciencedirect.com/science/article/pii/S0301421518303422},
    doi = {https://doi.org/10.1016/j.enpol.2018.05.038},
    issn = {0301-4215},
    keywords = {Battery electric vehicles, Fuel economy, Hybrid vehicles, Resale value, Total cost of ownership}
}

@article{WEISBURD2006DOESBENEFITS,
    title = {{DOES CRIME JUST MOVE AROUND THE CORNER? A CONTROLLED STUDY OF SPATIAL DISPLACEMENT AND DIFFUSION OF CRIME CONTROL BENEFITS*}},
    year = {2006},
    journal = {Criminology},
    author = {WEISBURD, DAVID and WYCKOFF, LAURA A. and READY, JUSTIN and ECK, JOHN E. and HINKLE, JOSHUA C. and GAJEWSKI, FRANK},
    number = {3},
    month = {8},
    pages = {549--592},
    volume = {44},
    publisher = {John Wiley {\&} Sons, Ltd},
    url = {https://onlinelibrary.wiley.com/doi/full/10.1111/j.1745-9125.2006.00057.x https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1745-9125.2006.00057.x https://onlinelibrary.wiley.com/doi/10.1111/j.1745-9125.2006.00057.x},
    doi = {10.1111/J.1745-9125.2006.00057.X},
    issn = {1745-9125},
    keywords = {crime displacement, diffusion of crime control benefits, hot spots policing, police crackdowns, rational choice, routine activities}
}

@inproceedings{VanHasselt2010DoubleQ-learning,
    title = {{Double Q-learning}},
    year = {2010},
    booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010},
    author = {Van Hasselt, Hado},
    isbn = {9781617823800}
}

@article{Olmez2021Drive1.1.0,
    title = {{Drive Cycle Data from the 3D Urban Traffic Simulator (ABM) in Unity (version 1.1.0)}},
    year = {2021},
    author = {Olmez, Sedar and Heppenstall, Alison},
    month = {11},
    url = {https://figshare.com/articles/dataset/Drive_Cycle_Data_from_the_3D_Urban_Traffic_Simulator_ABM_in_Unity_version_1_1_0_/17099858},
    doi = {10.6084/m9.figshare.17099858.v1}
}

@article{Aarts2006DrivingReview,
    title = {{Driving speed and the risk of road crashes: A review}},
    year = {2006},
    journal = {Accident Analysis and Prevention},
    author = {Aarts, Letty and Van Schagen, Ingrid},
    number = {2},
    month = {3},
    pages = {215--224},
    volume = {38},
    publisher = {Elsevier Ltd},
    doi = {10.1016/j.aap.2005.07.004},
    issn = {00014575},
    pmid = {16256932},
    keywords = {Crash rate, Driving speed, Literature review, Speed variance}
}

@article{Schelling1971DynamicSegregation,
    title = {{Dynamic models of segregation}},
    year = {1971},
    journal = {The Journal of Mathematical Sociology},
    author = {Schelling, Thomas C.},
    doi = {10.1080/0022250X.1971.9989794},
    issn = {15455874}
}

@article{Li2017DynamicalOpportunities,
    title = {{Dynamical Modeling and Distributed Control of Connected and Automated Vehicles: Challenges and Opportunities}},
    year = {2017},
    journal = {IEEE Intelligent Transportation Systems Magazine},
    author = {Li, Shengbo Eben and Zheng, Yang and Li, Keqiang and Wu, Yujia and Hedrick, J Karl and Gao, Feng and Zhang, Hongwei},
    number = {3},
    pages = {46--58},
    volume = {9},
    doi = {10.1109/MITS.2017.2709781}
}

@article{Campanella2019DynamicsReefs,
    title = {{Dynamics of predator-prey habitat use and behavioral interactions over diel periods at sub-tropical reefs}},
    year = {2019},
    journal = {PLoS ONE},
    author = {Campanella, Fabio and Auster, Peter J. and Christopher Taylor, J. and Mu{\~{n}}oz, Roldan C.},
    number = {2},
    month = {2},
    pages = {e0211886},
    volume = {14},
    publisher = {Public Library of Science},
    url = {https://doi.org/10.1371/journal.pone.0211886},
    doi = {10.1371/journal.pone.0211886},
    issn = {19326203},
    pmid = {30726295},
    keywords = {Acoustics, Animal behavior, Fish, Habitats, Marine fish, Predation, Predator-prey dynamics, Reefs}
}

@misc{Schmolke2010EcologicalFuture,
    title = {{Ecological models supporting environmental decision making: A strategy for the future}},
    year = {2010},
    booktitle = {Trends in Ecology and Evolution},
    author = {Schmolke, Amelie and Thorbek, Pernille and DeAngelis, Donald L. and Grimm, Volker},
    doi = {10.1016/j.tree.2010.05.001},
    issn = {01695347}
}

@techreport{Oei1992EffectProvinces.,
    title = {{Effect of automatic warning and surveillance on speed and accidents: results of an evaluation study in four provinces.}},
    year = {1992},
    author = {Oei, Liem Hway and Polak, PH}
}

@article{Clark2003EffectCollisions,
    title = {{Effect of population density on mortality after motor vehicle collisions}},
    year = {2003},
    journal = {Accident Analysis and Prevention},
    author = {Clark, David E.},
    doi = {10.1016/S0001-4575(02)00104-5},
    issn = {00014575},
    pmid = {12971931},
    keywords = {Mortality, Motor vehicle, NASS, Rural, Safety belt}
}

@article{Axelrod1980EffectiveDilemma,
    title = {{Effective Choice in the Prisoner's Dilemma}},
    year = {1980},
    journal = {Journal of Conflict Resolution},
    author = {Axelrod, Robert},
    doi = {10.1177/002200278002400101},
    issn = {15528766}
}

@article{Zhang2007EffectivenessModels,
    title = {{Effectiveness of Q-learning as a tool for calibrating agent-based supply network models}},
    year = {2007},
    journal = {Enterprise Information Systems},
    author = {Zhang, Y. and Bhattacharyya, S.},
    number = {2},
    pages = {217--233},
    volume = {1},
    doi = {10.1080/17517570701275390},
    issn = {17517583},
    keywords = {Agent-based modelling, Computational techniques, Distributed artificial intelligence (DAI), Q-learning, Supply chain management (SCM)}
}

@article{Qiu2008EffectsMeta-analysis,
    title = {{Effects of adverse weather on traffic crashes: Systematic review and meta-analysis}},
    year = {2008},
    journal = {Transportation Research Record},
    author = {Qiu, Lin and Nixon, Wilfrid A.},
    doi = {10.3141/2055-16},
    issn = {03611981}
}

@inproceedings{Kim2019EffectsStudy,
    title = {{Effects of Hyper-Parameters for Deep Reinforcement Learning in Robotic Motion Mimicry: A Preliminary Study}},
    year = {2019},
    booktitle = {2019 16th International Conference on Ubiquitous Robots, UR 2019},
    author = {Kim, Taewoo and Lee, Joo Haeng},
    month = {6},
    pages = {228--235},
    publisher = {Institute of Electrical and Electronics Engineers Inc.},
    isbn = {9781728132327},
    doi = {10.1109/URAI.2019.8768564}
}

@article{Yoo1998EffectsAttitude,
    title = {{Effects of Store Characteristics and In-Store Emotional Experiences on Store Attitude}},
    year = {1998},
    journal = {Journal of Business Research},
    author = {Yoo, Changjo and Park, Jonghee and MacInnis, Deborah J.},
    doi = {10.1016/S0148-2963(97)00122-7},
    issn = {01482963}
}

@article{Filocamo2020EfficientRoundabouts,
    title = {{Efficient management of road intersections for automated vehicles-the FRFP system applied to the various types of intersections and roundabouts}},
    year = {2020},
    journal = {Applied Sciences (Switzerland)},
    author = {Filocamo, Basilio and Ruiz, Javier Alonso and Sotelo, Miguel Angel},
    doi = {10.3390/app10010316},
    issn = {20763417},
    keywords = {Automatic driving, FRFP, Intersection management, Roundabout}
}

@misc{ElectricHall,
    title = {{Electric Vehicle Infrastructure | London City Hall}},
    url = {https://www.london.gov.uk/what-we-do/environment/pollution-and-air-quality/electric-vehicle-infrastructure}
}

@misc{Electric,
    title = {{Electric vehicle market statistics 2021 - How many electric cars in UK ?}},
    url = {https://www.nextgreencar.com/electric-cars/statistics/}
}

@misc{ElectricIEA,
    title = {{Electric Vehicles – Analysis - IEA}},
    url = {https://www.iea.org/reports/electric-vehicles}
}

@article{Prudhomme2012ElectricEvaluation,
    title = {{Electric vehicles: A tentative economic and environmental evaluation}},
    year = {2012},
    journal = {Transport Policy},
    author = {Prud'homme, Rémy and Koning, Martin},
    pages = {60--69},
    volume = {23},
    url = {https://www.sciencedirect.com/science/article/pii/S0967070X12000856},
    doi = {https://doi.org/10.1016/j.tranpol.2012.06.001},
    issn = {0967-070X},
    keywords = {CO, Car electricity and fuel efficiency, Car mileage, Cost of a ton of CO saved, Electric cars, Electricity prices}
}

@book{Holland1998EmergenceOrder,
    title = {{Emergence : from chaos to order}},
    year = {1998},
    booktitle = {Helix books.},
    author = {Holland, John H},
    isbn = {0738201421},
    doi = {10.1002/(SICI)1099-0526(199811/12)4:2<13::AID-CPLX3>3.0.CO;2-P},
    issn = {0018-9162},
    pmid = {4016358},
    keywords = {Artificial intelligence, Game theory, Mathematical models}
}

@misc{Gaete-Morales2021Emobpy:Case,
    title = {{emobpy: application for the German case}},
    year = {2021},
    author = {Gaete-Morales, Carlos},
    month = {2},
    publisher = {Zenodo},
    url = {https://doi.org/10.5281/zenodo.4514928},
    doi = {10.5281/zenodo.4514928}
}

@article{Reger1999EmotionalChildren,
    title = {{Emotional cooperating agents and group formation a system analysis of role-play amoung children}},
    year = {1999},
    journal = {Esm'99 - Modelling and Simulation: A Tool for the Next Millennium, Vol 1},
    author = {Reger, K and Ohler, P},
    keywords = {agent-based modelling and simulation, children's play, collective problem-solving, group formation, group work, system analysis}
}

@article{Smajgl2011EmpiricalSystems,
    title = {{Empirical characterisation of agent behaviours in socio-ecological systems}},
    year = {2011},
    journal = {Environmental Modelling and Software},
    author = {Smajgl, Alex and Brown, Daniel G. and Valbuena, Diego and Huigen, Marco G.A.},
    doi = {10.1016/j.envsoft.2011.02.011},
    issn = {13648152},
    keywords = {Agent-based modelling}
}

@article{Windrum2007EmpiricalProspects,
    title = {{Empirical validation of agent-based models: Alternatives and prospects}},
    year = {2007},
    journal = {JASSS},
    author = {Windrum, Paul and Fagiolo, Giorgio and Moneta, Alessio},
    issn = {14607425},
    keywords = {Agent-based models, Calibration, Empirical validation, History-friendly models, Methodology, Simulation}
}

@article{Ge2017EndogenousMarket,
    title = {{Endogenous rise and collapse of housing price: An agent-based model of the housing market}},
    year = {2017},
    journal = {Computers, Environment and Urban Systems},
    author = {Ge, Jiaqi},
    month = {3},
    pages = {182--198},
    volume = {62},
    publisher = {Pergamon},
    doi = {10.1016/J.COMPENVURBSYS.2016.11.005},
    issn = {0198-9715},
    keywords = {Agent-based model, Housing bubble, Housing market, Lenient lending, Speculation}
}

@article{YanEnergyChina,
    title = {{Energy demand and emissions from road transportation vehicles in China}},
    journal = {Elsevier},
    author = {Yan, X and Science, RJ Crookes - Progress in Energy and Combustion and 2010, undefined},
    url = {https://www.sciencedirect.com/science/article/pii/S0360128510000225?casa_token=_Bu2hjluyEIAAAAA:kMzuYOaVOKyADCi2iQC8_9lsaTgsZ2JE8zX21oG1xCBDOaXcWCA5UfVhYCtAWsTiFz-LBkmMueE}
}

@article{LeeENERGYVEHICLES,
    title = {{ENERGY IMPLICATIONS OF SELF-DRIVING VEHICLES}},
    author = {Lee, Jooyong and Kockelman, Kara M},
    keywords = {Connected and autonomous, Energy consumption, Fully automated vehicle, Self-driving vehicle}
}

@inproceedings{Lee2019EnergyVehicles,
    title = {{Energy implications of self-driving vehicles}},
    year = {2019},
    booktitle = {98th Annual Meeting of the Transportation Research Board in Washington, DC},
    author = {Lee, Jooyong and Kockelman, Kara M}
}

@article{Bencivenga2010EnergyPrices,
    title = {{Energy markets: crucial relationship between prices}},
    year = {2010},
    journal = {Mathematical and Statistical Methods for Actuarial Sciences and Finance},
    author = {Bencivenga, Cristina and Sargenti, Giulia and D'Ecclesia, Rita L.},
    pages = {23--32},
    publisher = {Springer, Milano},
    url = {https://link.springer.com/chapter/10.1007/978-88-470-1481-7_3},
    isbn = {9788847014800},
    doi = {10.1007/978-88-470-1481-7{\_}3},
    keywords = {Cointegation, Correlation, Energy commodities, Market integration}
}

@article{Galizio1979EnforcementEffect,
    title = {{Enforcement symbols and driving speed: The overreaction effect}},
    year = {1979},
    journal = {Journal of Applied Psychology},
    author = {Galizio, Mark and Jackson, Lee A. and Steele, Frank O.},
    doi = {10.1037/0021-9010.64.3.311},
    issn = {00219010},
    keywords = {law enforcement symbols, driving speed, drivers}
}

@article{Abdulkareem2019EnhancingMaking,
    title = {{Enhancing agent-based models with artificial intelligence for complex decision making}},
    year = {2019},
    author = {Abdulkareem, Shaheen A}
}

@incollection{Brantingham2019EnvironmentCrime,
    title = {{Environment, Routine, and Situation: Toward a Pattern Theory of Crime}},
    year = {2019},
    booktitle = {Routine Activity and Rational Choice},
    author = {Brantingham, Patricia L. and Brantingham, Paul J.},
    month = {1},
    pages = {259--294},
    publisher = {Routledge},
    doi = {10.4324/9781315128788-12}
}

@incollection{2020Environment1993,
    title = {{Environment, Routine, and Situation: Toward a Pattern Theory of Crime (1993)}},
    year = {2020},
    booktitle = {Classics in Environmental Criminology},
    doi = {10.4324/9781439817803-20}
}

@article{Choma2017EnvironmentalFleet,
    title = {{Environmental impact assessment of increasing electric vehicles in the Brazilian fleet}},
    year = {2017},
    journal = {Journal of Cleaner Production},
    author = {Choma, Ernani Francisco and Ugaya, Cássia Maria Lie},
    month = {5},
    pages = {497--507},
    volume = {152},
    publisher = {Elsevier Ltd},
    doi = {10.1016/j.jclepro.2015.07.091},
    issn = {09596526},
    keywords = {Battery electric vehicle, Electric vehicle, Electricity, Life cycle assessment}
}

@misc{Hawkins2012EnvironmentalReview,
    title = {{Environmental impacts of hybrid and electric vehicles-a review}},
    year = {2012},
    booktitle = {International Journal of Life Cycle Assessment},
    author = {Hawkins, Troy R. and Gausen, Ola Moa and Str{\o}mman, Anders Hammer},
    number = {8},
    month = {9},
    pages = {997--1014},
    volume = {17},
    doi = {10.1007/s11367-012-0440-9},
    issn = {09483349},
    keywords = {Batteries, Electric vehicles, Greenhouse gas, Plug-in hybrid, Transportation}
}

@article{Reason1990ErrorsDistinction,
    title = {{Errors and violations on the roads: A real distinction?}},
    year = {1990},
    journal = {Ergonomics},
    author = {Reason, James and Manstead, Antony and Stephen, Stradling and Baxter, James and Campbell, Karen},
    number = {10-11},
    pages = {1315--1332},
    volume = {33},
    doi = {10.1080/00140139008925335},
    issn = {13665847},
    pmid = {20073122},
    keywords = {Driver behaviour, Error, Lapse, Slip, Violation}
}

@incollection{Burton2012EthicalPrinciples,
    title = {{Ethical Principles}},
    year = {2012},
    booktitle = {Research Training for Social Scientists},
    author = {Burton, Dawn and Kent, Gerry},
    doi = {10.4135/9780857028051.d11}
}

@article{Bishop2009EthicalData,
    title = {{Ethical sharing and reuse of qualitative data}},
    year = {2009},
    journal = {Australian Journal of Social Issues},
    author = {Bishop, Libby},
    doi = {10.1002/j.1839-4655.2009.tb00145.x},
    issn = {01576321},
    keywords = {Archive, Qualitative data, Research ethics, Reuse}
}

@misc{EthicsInformation,
    title = {{Ethics information}},
    url = {http://ris.leeds.ac.uk/ris/info/70/ethics}
}

@article{KennedyEvaluationArizona,
    title = {{Evaluation of the magnitude and frequency of floods in urban watersheds in Phoenix and Tuscon, Arizona}},
    journal = {pubs.usgs.gov},
    author = {Kennedy, JR and Scientific, NV Paretti - US Geological Survey and 2014, undefined},
    url = {https://pubs.usgs.gov/sir/2014/5121/},
    issn = {2014-5121}
}

@inproceedings{Schiefer2007Event-drivenSituations,
    title = {{Event-driven rules for sensing and responding to business situations}},
    year = {2007},
    booktitle = {ACM International Conference Proceeding Series},
    author = {Schiefer, Josef and Rozsnyai, Szabolcs and Rauscher, Christian and Saurer, Gerd},
    isbn = {1595936653},
    doi = {10.1145/1266894.1266934},
    keywords = {Decision trees, Event processing, Rule management}
}

@article{Thompson2019EvidenceResults,
    title = {{Evidence for the ‘safety in density’ effect for cyclists: validation of agent-based modelling results}},
    year = {2019},
    journal = {Injury Prevention},
    author = {Thompson, Jason Hugh and Wijnands, Jasper S. and Mavoa, Suzanne and Scully, Katherine and Stevenson, Mark R.},
    number = {5},
    month = {10},
    pages = {379--385},
    volume = {25},
    publisher = {BMJ Publishing Group Ltd},
    url = {https://injuryprevention.bmj.com/content/25/5/379 https://injuryprevention.bmj.com/content/25/5/379.abstract},
    doi = {10.1136/INJURYPREV-2018-042763},
    issn = {1353-8047},
    pmid = {30315090},
    keywords = {bicycle, interventions, public health, interventions, urban, mechanism, policy, populations, risk}
}

@article{Niv2002EvolutionBehaviors,
    title = {{Evolution of Reinforcement Learning in Uncertain Environments: A Simple Explanation for Complex Foraging Behaviors}},
    year = {2002},
    journal = {Adaptive Behavior},
    author = {Niv, Yael and Joel, Daphna and Meilijson, Isaac and Ruppin, Eytan},
    doi = {10.1177/1059712302010001001},
    issn = {10597123}
}

@inproceedings{Urquhart2017EvolvingProblem,
    title = {{Evolving solution choice and decision support for a real-world optimisation problem}},
    year = {2017},
    author = {Urquhart, Neil and Fonzone, Achille},
    doi = {10.1145/3071178.3071207}
}

@article{Eck1995ExaminingBooks,
    title = {{Examining routine activity theory: A review of two books}},
    year = {1995},
    journal = {Justice Quarterly},
    author = {Eck, John E.},
    doi = {10.1080/07418829500096301},
    issn = {0741-8825}
}

@incollection{Abzalov2016ExploratoryAnalysis,
    title = {{Exploratory data analysis}},
    year = {2016},
    booktitle = {Modern Approaches in Solid Earth Sciences},
    author = {Abzalov, Marat},
    doi = {10.1007/978-3-319-39264-6{\_}15},
    issn = {18761682},
    keywords = {Data generations, Declustering, Domaining, EDA}
}

@article{Malleson2016ExploringHotspots,
    title = {{Exploring the impact of ambient population measures on London crime hotspots}},
    year = {2016},
    journal = {Journal of Criminal Justice},
    author = {Malleson, Nick and Andresen, Martin A.},
    doi = {10.1016/j.jcrimjus.2016.03.002},
    issn = {00472352},
    keywords = {Ambient population, Clustering, Crime pattern analysis, Social media}
}

@article{Olmez2021ExploringApproach,
    title = {{Exploring the Impact of Driver Adherence to Speed Limits and the Interdependence of Roadside Collisions in an Urban Environment: An Agent-Based Modelling Approach}},
    year = {2021},
    journal = {Applied Sciences},
    author = {Olmez, Sedar and Douglas-Mann, Liam and Manley, Ed and Suchak, Keiran and Heppenstall, Alison and Birks, Dan and Whipp, Annabel},
    number = {12},
    pages = {5336},
    volume = {11},
    publisher = {Multidisciplinary Digital Publishing Institute}
}

@article{Yao2019ExploringCompliance,
    title = {{Exploring the relationship between risk perception, speed limit credibility and speed limit compliance}},
    year = {2019},
    journal = {Transportation Research Part F: Traffic Psychology and Behaviour},
    author = {Yao, Yao and Carsten, Oliver and Hibberd, Daryl and Li, Penghui},
    month = {4},
    pages = {575--586},
    volume = {62},
    publisher = {Elsevier Ltd},
    doi = {10.1016/j.trf.2019.02.012},
    issn = {13698478},
    keywords = {Compliance, Credibility, Risk perception, Speed limit}
}

@article{Kim2017Fail-safeChange,
    title = {{Fail-safe and safe-to-fail adaptation: decision-making for urban flooding under climate change}},
    year = {2017},
    journal = {Climatic Change},
    author = {Kim, Yeowon and Eisenberg, Daniel A. and Bondank, Emily N. and Chester, Mikhail V. and Mascaro, Giuseppe and Underwood, B. Shane},
    number = {3-4},
    month = {12},
    pages = {397--412},
    volume = {145},
    publisher = {Springer Netherlands},
    url = {https://link.springer.com/article/10.1007/s10584-017-2090-1},
    doi = {10.1007/S10584-017-2090-1/FIGURES/3},
    issn = {15731480},
    keywords = {Atmospheric Sciences, Climate Change/Climate Change Impacts}
}

@article{Polemio2011FailureHazard,
    title = {{Failure of infrastructure embankments induced by flooding and seepage: A neglected source of hazard}},
    year = {2011},
    journal = {Natural Hazards and Earth System Science},
    author = {Polemio, M. and Lollino, P.},
    number = {12},
    pages = {3383--3396},
    volume = {11},
    doi = {10.5194/NHESS-11-3383-2011},
    issn = {15618633}
}

@article{Whitley2005FearUK,
    title = {{Fear of crime, mobility and mental health in inner-city London, UK}},
    year = {2005},
    journal = {Social Science and Medicine},
    author = {Whitley, Rob and Prince, Martin},
    doi = {10.1016/j.socscimed.2005.03.044},
    issn = {02779536},
    keywords = {Fear of crime, London, Mental health, Qualitative, UK, Urban health}
}

@misc{RabsonFederalNews,
    title = {{Federal natural-disaster bills now average more than {\$}430 million a year | CBC News}},
    author = {Rabson, Mia},
    url = {https://www.cbc.ca/news/politics/cost-of-natural-disasters-canada-1.5416837}
}

@misc{FitchScholar,
    title = {{Fitch, G. M., Rakha, H. A., Arafeh, M., Blanco, M.,... - Google Scholar}},
    url = {https://scholar.google.com/scholar?hl=en&as_sdt=0%2C5&q=Fitch%2C+G.+M.%2C+Rakha%2C+H.+A.%2C+Arafeh%2C+M.%2C+Blanco%2C+M.%2C+Gupta%2C+S.+K.%2C+Zimmermann%2C+R.%2C+Hanowski%2C+R.+J.+%282008%29.+Safety+benefit+evaluation+of+a+forward+collision+warning+system+%28Final+Rep.+No.+DOT+HS+810+910%29.+Washington%2C+DC%3A+U.S.+Department+of+Transportation.&btnG=}
}

@article{Li2019FloodPerspective,
    title = {{Flood evacuation simulations using cellular automata and multiagent systems-a human-environment relationship perspective}},
    year = {2019},
    journal = {Taylor {\&} Francis},
    author = {Li, Y and Hu, B and Zhang, D and Gong, J and {\ldots}, Y Song - International Journal of and 2019, undefined},
    number = {11},
    month = {11},
    pages = {2241--2258},
    volume = {33},
    publisher = {Taylor and Francis Ltd.},
    url = {https://www.tandfonline.com/doi/abs/10.1080/13658816.2019.1622015?casa_token=N-_9zINHbFwAAAAA:qL67SXcLRq04Ls7zEW8d1g4VUJVIsibX1iRyJFp65FqQ8pe73O7DJvjwMQz0-bQEcgBZO4hbyoX_},
    doi = {10.1080/13658816.2019.1622015},
    issn = {1362-3087},
    keywords = {Flood evacuation, cellular automata, human-environment relationship, multi-agent systems, urban flood}
}

@article{Singh1999FormalReasoning,
    title = {{Formal methods in DAI: Logic-based representation and reasoning}},
    year = {1999},
    journal = {Multiagent systems—a modern approach to distributed artificial intelligence},
    author = {Singh, Munindar P and Rao, Anand S and Georgeff, Michael P},
    pages = {331--376},
    publisher = {MIT Press Cambridge, MA}
}

@article{Jiang2007FromAgents,
    title = {{From rational to emotional agents}},
    year = {2007},
    journal = {ProQuest Dissertations and Theses},
    author = {Jiang, Hong},
    isbn = {9780549209836},
    keywords = {0984:Computer science, Applied sciences, Automated negotiations, Belief-Desire-Intention, Computer science, Emotional agents, Multiagent systems, OCC model, Pleasure-Arousal-Dominance}
}

@misc{Parsons2002GameSystems,
    title = {{Game theory and decision theory in multi-agent systems}},
    year = {2002},
    booktitle = {Autonomous Agents and Multi-Agent Systems},
    author = {Parsons, Simon and Wooldridge, Michael},
    doi = {10.1023/A:1015575522401},
    issn = {13872532},
    keywords = {Decision theory, Game theory}
}

@inproceedings{Wolpert2004GeneralSystems,
    title = {{General principles of learning-based multi-agent systems}},
    year = {2004},
    author = {Wolpert, David H. and Wheeler, Kevin R. and Tumer, Kagan},
    doi = {10.1145/301136.301167}
}

@article{Birks2012GenerativeTheory,
    title = {{Generative explanations of crime: Using simulation to test criminological theory}},
    year = {2012},
    journal = {Criminology},
    author = {Birks, Daniel and Townsley, Michael and Stewart, Anna},
    doi = {10.1111/j.1745-9125.2011.00258.x},
    issn = {00111384},
    keywords = {Agent-based modeling, Burglary, Environmental criminology, Simulation, Theory testing}
}

@article{Birks2012GenerativeTheoryb,
    title = {{Generative explanations of crime: Using simulation to test criminological theory}},
    year = {2012},
    journal = {Criminology},
    author = {Birks, Daniel and Townsley, Michael and Stewart, Anna},
    doi = {10.1111/j.1745-9125.2011.00258.x},
    issn = {00111384},
    keywords = {Agent-based modeling, Burglary, Environmental criminology, Simulation, Theory testing}
}

@article{Heppenstall2007GeneticMarket,
    title = {{Genetic algorithm optimisation of an agent-based model for simulating a retail market}},
    year = {2007},
    journal = {Environment and Planning B: Planning and Design},
    author = {Heppenstall, Alison J. and Evans, Andrew J. and Birkin, Mark H.},
    doi = {10.1068/b32068},
    issn = {02658135}
}

@article{Meybeck2006GlobalLinkage,
    title = {{Global coastal segmentation and its river catchment contributors: A new look at land-ocean linkage}},
    year = {2006},
    journal = {Global Biogeochemical Cycles},
    author = {Meybeck, Michel and D{\"{u}}rr, Hans H. and V{\"{o}}r{\"{o}}smarty, Charles J.},
    number = {1},
    month = {3},
    volume = {20},
    doi = {10.1029/2005GB002540},
    issn = {08866236}
}

@misc{GlobalTopics,
    title = {{Global Warming Potential - an overview | ScienceDirect Topics}},
    url = {https://www.sciencedirect.com/topics/engineering/global-warming-potential}
}

@incollection{Norman2012GoalAgents,
    title = {{Goal creation in motivated agents}},
    year = {2012},
    author = {Norman, Timothy J. and Long, Derek},
    doi = {10.1007/3-540-58855-8{\_}18}
}

@techreport{Sharma2020Government2030,
    title = {{Government takes historic step towards net-zero with end of sale of new petrol and diesel cars by 2030}},
    year = {2020},
    author = {Sharma, Alok and Shapps, Shapps},
    month = {11},
    url = {https://www.gov.uk/government/news/government-takes-historic-step-towards-net-zero-with-end-of-sale-of-new-petrol-and-diesel-cars-by-2030},
    address = {London}
}

@article{Fukuyama1997GrowingUp,
    title = {{Growing Artificial Societies: Social Science from the Bottom Up}},
    year = {1997},
    journal = {Foreign Affairs},
    author = {Fukuyama, Francis and Epstein, Joshua M. and Axtell, Robert},
    doi = {10.2307/20048043},
    issn = {00157120}
}

@article{AdministrationHelicopterEvaluation,
    title = {{Helicopter patrol in law enforcement: An evaluation}},
    journal = {ojp.gov},
    author = {Administration, AB Lateef - Journal of Police Science and and 1974, undefined},
    url = {https://www.ojp.gov/library/abstracts/helicopter-patrol-law-enforcement-evaluation}
}

@misc{Braga2005HotTrials,
    title = {{Hot spots policing and crime prevention: A systematic review of randomized controlled trials}},
    year = {2005},
    booktitle = {Journal of Experimental Criminology},
    author = {Braga, Anthony A.},
    doi = {10.1007/s11292-005-8133-z},
    issn = {15733750},
    keywords = {Crime prevention, Experiment, Hot spots, Meta-analysis, Police, Systematic review}
}

@article{Lee2017How2015,
    title = {{How concentrated is crime at places? A systematic review from 1970 to 2015}},
    year = {2017},
    journal = {Crime Science 2017 6:1},
    author = {Lee, YongJei and Eck, John E. and O, SooHyun and Martinez, Natalie N.},
    number = {1},
    month = {5},
    pages = {1--16},
    volume = {6},
    publisher = {BioMed Central},
    url = {https://crimesciencejournal.biomedcentral.com/articles/10.1186/s40163-017-0069-x},
    doi = {10.1186/S40163-017-0069-X},
    issn = {2193-7680},
    keywords = {Community and Environmental Psychology, Criminology and Criminal Justice, Image and Speech Processing, Signal, Systems and Data Security, general}
}

@article{Balke2014HowSurvey,
    title = {{How do agents make decisions? A survey}},
    year = {2014},
    journal = {JASSS},
    author = {Balke, Tina and Gilbert, Nigel},
    doi = {10.18564/jasss.2687},
    issn = {14607425},
    keywords = {Agents, Decision Making, Survey}
}

@unpublished{Ganong2016HowSpending,
    title = {{How Does Unemployment Affect Consumer Spending?}},
    year = {2016},
    booktitle = {Mimeo},
    author = {Ganong, Peter and Noel, Pascal and Campbell, John and Chetty, Raj and Chodorow-reich, Gabe and Cutler, David and Glaeser, Ed and Hendren, Nathan and Kekre, Rohan and Levenson, Annie and Pallais, Mandy and Parker, Jonathan and Plagborg-m{\o}ller, Mikkel and Scharfstein, David and Shleifer, Andrei and Shoag, Dan and Stancheva, Stefanie},
    keywords = {and je ff liebman, beshears, bu ff er stock, david laibson, e21, e24, j65, jel codes, larry katz, liquidity constraints, nent income hypothesis, perma-, spending, unemployment, we also thank john, we thank our advisors}
}

@misc{HowType,
    title = {{How much does a Car Weigh? [Average by Car Model {\&} Type]}},
    url = {https://mechanicbase.com/cars/car-weight/}
}

@article{Kofod-Petersen2014HowScience,
    title = {{How to do a Structured Literature Review in computer science}},
    year = {2014},
    author = {Kofod-Petersen, Anders},
    url = {https://www.researchgate.net/publication/265158913_How_to_do_a_Structured_Literature_Review_in_computer_science}
}

@article{Helbing2011How,
    title = {{How to Do Agent-Based Simulations in the Future : From Modeling Social Mechanisms to Emergent Phenomena and Interactive Systems Design Why Develop and Use Agent-Based Models ?}},
    year = {2011},
    journal = {Time},
    author = {Helbing, Dirk and Balietti, Stefano},
    isbn = {978-3-642-24003-4},
    doi = {10.1007/978-3-642-24004-1}
}

@unpublished{Schluter2012HowMORE,
    title = {{How to Use Models to Improve Analysis and Governance of Social-Ecological Systems - The Reference Frame MORE}},
    year = {2012},
    booktitle = {SSRN},
    author = {Schl{\"{u}}ter, Maja and M{\"{u}}ller, Birgit and Frank, Karin},
    doi = {10.2139/ssrn.2037723},
    keywords = {C60, C80, C90, D80, change in social-ecological systems, participatory modelling, resilience, stewardship strategies, structurally realistic modelling, toy models}
}

@article{Wright1988HowTargets,
    title = {{How Young House Burglars Choose Targets}},
    year = {1988},
    journal = {The Howard Journal of Criminal Justice},
    author = {Wright, Richard and Logie, Robert H.},
    number = {2},
    pages = {92--104},
    volume = {27},
    doi = {10.1111/j.1468-2311.1988.tb00608.x},
    issn = {14682311}
}

@inproceedings{Donikian2001HPTS:Agents,
    title = {{HPTS: A behaviour modelling language for autonomous agents}},
    year = {2001},
    booktitle = {Proceedings of the International Conference on Autonomous Agents},
    author = {Donikian, S.},
    keywords = {Agent architectures, Behaviour modelling language, Believability, Synthetic agents}
}

@incollection{Parker2019HumanNarrative,
    title = {{Human Behavior Modeling: The Necessity of Narrative}},
    year = {2019},
    booktitle = {Computer Architecture in Industrial, Biomechanical and Biomedical Engineering},
    author = {Parker, Roger},
    editor = {Wang, Lulu and Yu, Liandong},
    chapter = {6},
    publisher = {IntechOpen},
    url = {https://doi.org/10.5772/intechopen.86686},
    address = {Rijeka},
    doi = {10.5772/intechopen.86686}
}

@incollection{Parker2019HumanNarrativeb,
    title = {{Human Behavior Modeling: The Necessity of Narrative}},
    year = {2019},
    booktitle = {Computer Architecture in Industrial, Biomechanical and Biomedical Engineering},
    author = {Parker, Roger},
    editor = {Wang, Lulu and Yu, Liandong},
    chapter = {6},
    publisher = {IntechOpen},
    url = {https://doi.org/10.5772/intechopen.86686},
    address = {Rijeka},
    doi = {10.5772/intechopen.86686}
}

@article{Florence1950HumanEffort.,
    title = {{Human Behaviour and the Principle of Least Effort.}},
    year = {1950},
    journal = {The Economic Journal},
    author = {Florence, P. Sargant and Zipf, G. K.},
    doi = {10.2307/2226729},
    issn = {00130133}
}

@article{Mnih2015Human-levelLearning,
    title = {{Human-level control through deep reinforcement learning}},
    year = {2015},
    journal = {Nature},
    author = {Mnih, Volodymyr and Kavukcuoglu, Koray and Silver, David and Rusu, Andrei A. and Veness, Joel and Bellemare, Marc G. and Graves, Alex and Riedmiller, Martin and Fidjeland, Andreas K. and Ostrovski, Georg and Petersen, Stig and Beattie, Charles and Sadik, Amir and Antonoglou, Ioannis and King, Helen and Kumaran, Dharshan and Wierstra, Daan and Legg, Shane and Hassabis, Demis},
    doi = {10.1038/nature14236},
    issn = {14764687},
    pmid = {25719670}
}

@article{Nair2005HybridTeaming,
    title = {{Hybrid BDI-POMDP framework for multiagent teaming}},
    year = {2005},
    journal = {Journal of Artificial Intelligence Research},
    author = {Nair, Ranjit and Tambe, Milind},
    doi = {10.1613/jair.1549},
    issn = {10769757}
}

@inproceedings{Pusse2019HybridCars,
    title = {{Hybrid online POMDP planning and deep reinforcement learning for safer self-driving cars}},
    year = {2019},
    booktitle = {IEEE Intelligent Vehicles Symposium, Proceedings},
    author = {Pusse, Florian and Klusch, Matthias},
    month = {6},
    pages = {1013--1020},
    volume = {2019-June},
    publisher = {Institute of Electrical and Electronics Engineers Inc.},
    isbn = {9781728105604},
    doi = {10.1109/IVS.2019.8814125}
}

@article{Jomaa2019Hyp-RLLearning,
    title = {{Hyp-RL : Hyperparameter Optimization by Reinforcement Learning}},
    year = {2019},
    journal = {ArXiv},
    author = {Jomaa, Hadi Samer and Grabocka, Josif and Schmidt-Thieme, Lars},
    volume = {abs/1906.1}
}

@article{Wang2009ImpactEngland,
    title = {{Impact of traffic congestion on road accidents: A spatial analysis of the M25 motorway in England}},
    year = {2009},
    journal = {Accident Analysis and Prevention},
    author = {Wang, Chao and Quddus, Mohammed A. and Ison, Stephen G.},
    doi = {10.1016/j.aap.2009.04.002},
    issn = {00014575},
    keywords = {GIS, M25 motorway, Road accidents, Spatial modeling, Traffic congestion}
}

@article{Wang2009ImpactEnglandb,
    title = {{Impact of traffic congestion on road accidents: A spatial analysis of the M25 motorway in England}},
    year = {2009},
    journal = {Accident Analysis and Prevention},
    author = {Wang, Chao and Quddus, Mohammed A. and Ison, Stephen G.},
    doi = {10.1016/j.aap.2009.04.002},
    issn = {00014575},
    pmid = {19540969},
    keywords = {GIS, M25 motorway, Road accidents, Spatial modeling, Traffic congestion}
}

@article{Richards1986IMPLEMENTATIONMEASURES.,
    title = {{IMPLEMENTATION OF WORK-ZONE SPEED CONTROL MEASURES.}},
    year = {1986},
    journal = {Transportation Research Record},
    author = {Richards, Stephen H. and Dudek, Conrad L.},
    issn = {03611981}
}

@article{Malleson2012ImplementingBurglary,
    title = {{Implementing comprehensive offender behaviour in a realistic agent-based model of burglary}},
    year = {2012},
    journal = {SIMULATION},
    author = {Malleson, Nick and See, Linda and Evans, Andy and Heppenstall, Alison},
    number = {1},
    month = {1},
    pages = {50--71},
    volume = {88},
    publisher = {SAGE PublicationsSage UK: London, England},
    url = {http://journals.sagepub.com/doi/10.1177/0037549710384124},
    doi = {10.1177/0037549710384124},
    issn = {0037-5497},
    keywords = {agent-based modelling, crime, human behaviour, simulation}
}

@article{Malleson2010ImplementingBurglary:,
    title = {{Implementing comprehensive offender behaviour in a realistic agent-based model of burglary:}},
    year = {2010},
    journal = {http://dx.doi.org/10.1177/0037549710384124},
    author = {Malleson, Nick and See, Linda and Evans, Andy and Heppenstall, Alison},
    number = {1},
    month = {10},
    pages = {50--71},
    volume = {88},
    publisher = {SAGE PublicationsSage UK: London, England},
    url = {https://journals.sagepub.com/doi/abs/10.1177/0037549710384124?casa_token=ZZDsZcvH9_MAAAAA%3AX5S3gDQfa6US-LVOne_shWDGj0gLg8gy-C0j7MbE_svydEDudX0EZuhuRZoUjmO_eMZtTdlkRAiR},
    doi = {10.1177/0037549710384124},
    issn = {17413133},
    keywords = {agent-based modelling, crime, human behaviour, simulation}
}

@article{Holland2008Induction:Discovery,
    title = {{Induction: Processes of Inference, Learning, and Discovery}},
    year = {2008},
    journal = {IEEE Expert},
    author = {Holland, John H. and Holyoak, Keith J. and Nisbett, Richard E. and Thagard, Paul R. and Smoliar, Stephen W.},
    doi = {10.1109/mex.1987.4307100},
    issn = {0885-9000}
}

@article{Arthur1994InductiveProblem,
    title = {{Inductive Reasoning and Bounded Rationality: The El Farol Problem}},
    year = {1994},
    journal = {American Economic Review},
    author = {Arthur, W Brian}
}

@article{Talebpour2016InfluenceThroughput,
    title = {{Influence of connected and autonomous vehicles on traffic flow stability and throughput}},
    year = {2016},
    journal = {Transportation Research Part C: Emerging Technologies},
    author = {Talebpour, Alireza and Mahmassani, Hani S},
    month = {10},
    pages = {143--163},
    volume = {71},
    publisher = {Elsevier Limited},
    doi = {10.1016/j.trc.2016.07.007},
    issn = {0968-090X},
    keywords = {Autonomous vehicles, Connected vehicles, Stability analysis, Throughput},
    language = {English (US)}
}

@inproceedings{Ferguson1995IntegratedModels,
    title = {{Integrated control and coordinated behavior: A case for agent models}},
    year = {1995},
    booktitle = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
    author = {Ferguson, Innes A.},
    isbn = {3540588558},
    doi = {10.1007/3-540-58855-8{\_}13},
    issn = {16113349}
}

@inproceedings{Lee2008IntegratedSimulation,
    title = {{Integrated human decision making model under belief-desire-intention framework for crowd simulation}},
    year = {2008},
    booktitle = {Proceedings - Winter Simulation Conference},
    author = {Lee, Seungho and Son, Young Jun},
    isbn = {9781424427086},
    doi = {10.1109/WSC.2008.4736153},
    issn = {08917736}
}

@article{Wooldridge1995IntelligentPractice,
    title = {{Intelligent agents: Theory and practice}},
    year = {1995},
    journal = {The Knowledge Engineering Review},
    author = {Wooldridge, Michael and Jennings, Nicholas R.},
    isbn = {0269-8889},
    doi = {10.1017/S0269888900008122},
    issn = {14698005},
    pmid = {18438514}
}

@article{Wooldridge1995IntelligentPracticeb,
    title = {{Intelligent agents: Theory and practice}},
    year = {1995},
    journal = {The Knowledge Engineering Review},
    author = {Wooldridge, Michael and Jennings, Nicholas R.},
    doi = {10.1017/S0269888900008122},
    issn = {14698005}
}

@inproceedings{Lopes2018IntelligentLearning,
    title = {{Intelligent control of a quadrotor with proximal policy optimization reinforcement learning}},
    year = {2018},
    booktitle = {Proceedings - 15th Latin American Robotics Symposium, 6th Brazilian Robotics Symposium and 9th Workshop on Robotics in Education, LARS/SBR/WRE 2018},
    author = {Lopes, Guilherme Cano and Ferreira, Murillo and Da Silva Simoes, Alexandre and Colombini, Esther Luna},
    isbn = {9781538677612},
    doi = {10.1109/LARS/SBR/WRE.2018.00094},
    keywords = {Control, Proximal Policy Optimization, Quadrotor, Reinforcement Learning}
}

@article{Velleman1991IntentionReason.,
    title = {{Intention, Plans, and Practical Reason.}},
    year = {1991},
    journal = {The Philosophical Review},
    author = {Velleman, J. David and Bratman, Michael E.},
    number = {2},
    month = {4},
    pages = {277},
    volume = {100},
    publisher = {JSTOR},
    doi = {10.2307/2185304},
    issn = {00318108}
}

@article{Milner-Gulland2012InteractionsSystems,
    title = {{Interactions between human behaviour and ecological systems}},
    year = {2012},
    journal = {Philosophical Transactions of the Royal Society B: Biological Sciences},
    author = {Milner-Gulland, E. J.},
    doi = {10.1098/rstb.2011.0175},
    issn = {14712970},
    keywords = {Adaptive management, Conservation, Ecosystem services, Incentives, Management strategy evaluation, Social-ecological system}
}

@incollection{Crooks2012IntroductionModelling,
    title = {{Introduction to agent-based modelling}},
    year = {2012},
    booktitle = {Agent-Based Models of Geographical Systems},
    author = {Crooks, Andrew T. and Heppenstall, Alison J.},
    isbn = {9789048189274},
    doi = {10.1007/978-90-481-8927-4{\_}5}
}

@book{Cormen2001IntroductionEdition,
    title = {{Introduction to Algorithms , Second Edition}},
    year = {2001},
    booktitle = {Computer},
    author = {Cormen, Thomas H and Leiserson, Charles E and Rivest, Ronald L},
    isbn = {0262032937},
    doi = {10.2307/2583667},
    issn = {01605682},
    pmid = {16380287},
    arxivId = {2010 (ret. 29.4.2010)}
}

@book{Cormen2009IntroductionEdition,
    title = {{Introduction to Algorithms, Third Edition}},
    year = {2009},
    booktitle = {The MIT Press},
    author = {Cormen, Thomas H. and Leiserson, Charles E. and Rivest, Ronald L. and Stein, Clifford},
    isbn = {0262033844},
    doi = {10.2307/2583667},
    issn = {15580768},
    pmid = {22929350},
    arxivId = {2010 (ret. 29.4.2010)},
    keywords = {Base Sequence, Cloning, Molecular, DNA Restriction Enzymes, DNA, Recombinant, Escherichia coli, Escherichia coli: genetics, Molecular, Nucleic Acid Heteroduplexes, Nucleic Acid Hybridization, Plasmids, Recombinant}
}

@article{Wooldridge2002IntroductionSystems,
    title = {{Introduction to MultiAgent Systems}},
    year = {2002},
    journal = {Information Retrieval},
    author = {Wooldridge, M.}
}

@article{Boella2006IntroductionSystems,
    title = {{Introduction to normative multiagent systems}},
    year = {2006},
    journal = {Computational and Mathematical Organization Theory},
    author = {Boella, Guido and van der Torre, Leendert and Verhagen, Harko},
    doi = {10.1007/s10588-006-9537-7},
    issn = {15729346},
    keywords = {Multiagent systems, Normative multiagent systems, Norms}
}

@article{Hernandez-Leal2019IsSurvey.pdf,
    title = {{Is multiagent deep reinforcement learning the answer or the question A brief survey.pdf}},
    year = {2019},
    journal = {Autonomous Agents and Multi-Agent Systems},
    author = {Hernandez-Leal, Pablo and Kartal, Bilal and Taylor, Matthew E.},
    doi = {10.1007/s10458-019-09421-1},
    issn = {15737454},
    arxivId = {1810.05587},
    keywords = {Deep reinforcement learning, Multiagent learning, Multiagent reinforcement learning, Multiagent systems, Survey}
}

@article{Dahlke2020IsABM,
    title = {{Is the Juice Worth the Squeeze? Machine Learning (ML) In and For Agent-Based Modelling (ABM)}},
    year = {2020},
    journal = {arXiv preprint arXiv:2003.11985},
    author = {Dahlke, Johannes and Bogner, Kristina and Mueller, Matthias and Berger, Thomas and Pyka, Andreas and Ebersberger, Bernd}
}

@misc{Pammer2021KeepingPopulations,
    title = {{Keeping safe on australian roads: Overview of key determinants of risky driving, passenger injury and fatalities for indigenous populations}},
    year = {2021},
    booktitle = {International Journal of Environmental Research and Public Health},
    author = {Pammer, Kristen and Freire, Melissa and Gauld, Cassandra and Towney, Nathan},
    number = {5},
    month = {3},
    pages = {1--16},
    volume = {18},
    publisher = {MDPI AG},
    url = {https://doi.org/10.3390/ijerph18052446},
    doi = {10.3390/ijerph18052446},
    issn = {16604601},
    pmid = {33801405},
    keywords = {Australian Indigenous, Overcrowding, Passenger safety, Road safety, Seatbelt use}
}

@article{Straw2018KnifePerspective,
    title = {{Knife crime in London, UK: a youth perspective}},
    year = {2018},
    journal = {The Lancet},
    author = {Straw, Isabel and Thornton, Mary and Hassan, Farida and Fiberesima, Hetty and Kokkinos, Naomi and Dobbin, Joanna},
    doi = {10.1016/s0140-6736(18)32212-8},
    issn = {01406736}
}

@incollection{Finin1997KQMLLanguage,
    title = {{KQML as an Agent Communication Language}},
    year = {1997},
    booktitle = {Software Agents},
    author = {Finin, T and Labrou, Y and Mayfield, J},
    isbn = {0-262-52234-9},
    doi = {10.1074/jbc.M311830200},
    issn = {0021-9258},
    pmid = {14660610},
    keywords = {Software Agents}
}

@article{Saunier2010Large-scaleCollisions,
    title = {{Large-scale automated analysis of vehicle interactions and collisions}},
    year = {2010},
    journal = {Transportation Research Record},
    author = {Saunier, Nicolas and Sayed, Tarek and Ismail, Karim},
    doi = {10.3141/2147-06},
    issn = {03611981}
}

@article{VanHouten1985Large-scalePerspective.,
    title = {{Large-scale reductions in speeding and accidents in Canada and Israel: a behavioral ecological perspective.}},
    year = {1985},
    journal = {Journal of Applied Behavior Analysis},
    author = {Van Houten, R and Rolider, A and Nau, P A and Friedman, R and Becker, M and Chalodovsky, I and Scherer, M},
    doi = {10.1901/jaba.1985.18-87},
    issn = {00218855},
    pmid = {3997701}
}

@article{Olmez2022LearningStudy,
    title = {{Learning Complex Spatial Behaviours in ABM: An Experimental Observational Study}},
    year = {2022},
    author = {Olmez, Sedar and Birks, Dan and Heppenstall, Alison},
    month = {1},
    url = {https://arxiv.org/abs/2201.01099v1},
    arxivId = {2201.01099},
    keywords = {Agent-, Agents {\textperiodcentered}, Analysis {\textperiodcentered}, Based, Data, Decision, Intelligent, Learning {\textperiodcentered}, Making {\textperiodcentered}, Model {\textperiodcentered}, Reinforcement, Unity3D}
}

@article{Zeng2018LearningNavigation,
    title = {{Learning Continuous Control through Proximal Policy Optimization for Mobile Robot Navigation}},
    year = {2018},
    journal = {International Conference on Future Technology and Disruptive Innovation},
    author = {Zeng, Taiping},
    number = {December 2018},
    pages = {175--184},
    url = {https://www.researchgate.net/publication/330105099_Learning_Continuous_Control_through_Proximal_Policy_Optimization_for_Mobile_Robot_Navigation}
}

@inproceedings{Niepert2016LearningGraphs,
    title = {{Learning Convolutional Neural Networks for Graphs}},
    year = {2016},
    booktitle = {Proceedings of The 33rd International Conference on Machine Learning},
    author = {Niepert, Mathias and Ahmed, Mohamed and Kutzkov, Konstantin},
    editor = {Balcan, Maria Florina and Weinberger, Kilian Q},
    month = {8},
    pages = {2014--2023},
    series = {Proceedings of Machine Learning Research},
    volume = {48},
    publisher = {PMLR},
    url = {http://proceedings.mlr.press/v48/niepert16.html},
    address = {New York, New York, USA}
}

@article{Clouse1996LearningAgent,
    title = {{Learning from an automated training agent}},
    year = {1996},
    journal = {Adaptation and Learning in Multiagent Systems},
    author = {Clouse, JA}
}

@article{Watkins1989LearningRewards,
    title = {{Learning from delayed rewards}},
    year = {1989},
    author = {Watkins, Christopher John Cornish Hellaby},
    publisher = {King's College, Cambridge}
}

@article{Szita2006LearningMethod,
    title = {{Learning tetris using the noisy cross-entropy method}},
    year = {2006},
    journal = {Neural Computation},
    author = {Szita, István and Lorincz, András},
    number = {12},
    month = {12},
    pages = {2936--2941},
    volume = {18},
    doi = {10.1162/neco.2006.18.12.2936},
    issn = {08997667},
    pmid = {17052153}
}

@incollection{Phung2010LearningAnalysis,
    title = {{Learning Within the BDI Framework: An Empirical Analysis}},
    year = {2010},
    author = {Phung, Toan and Winikoff, Michael and Padgham, Lin},
    doi = {10.1007/11553939{\_}41}
}

@article{Lopez-CardaldaLearningsMaria,
    title = {{Learnings of the complete power grid destruction in Puerto Rico by Hurricane Maria}},
    journal = {ieeexplore.ieee.org},
    author = {Lopez-Cardalda, G and {\ldots}, M Lugo-Alvarez - … on Technologies for and 2018, undefined},
    url = {https://ieeexplore.ieee.org/abstract/document/8574120/?casa_token=vp8Ctd3xMDIAAAAA:_Y85TTKYEwo_Ecmt3A6VUKBskGYh_Tl5ybLTFeB5YNDQpe7hUk8SEU1yLfl99bfjPdtMZGygbg}
}

@article{KimLeveragingChange,
    title = {{Leveraging SETS resilience capabilities for safe-to-fail infrastructure under climate change}},
    journal = {Elsevier},
    author = {Kim, Y and Carvalhaes, T and Helmrich, A and {\ldots}, S Markolf - Current Opinion in and 2022, undefined},
    url = {https://www.sciencedirect.com/science/article/pii/S1877343522000057?casa_token=z6xh4PgPGWIAAAAA:jPVV3ldSoQSaL89qBTD1M8NKNeH_AP3MyA6jhFFpVWz4vN4zWM1EfeGxN0AuahDSTQ6S9OfINA}
}

@article{HaltiwangerLimitedMacroeconomics,
    title = {{Limited rationality and strategic complements: the implications for macroeconomics}},
    journal = {academic.oup.com},
    author = {Haltiwanger, J and Economics, M Waldman - The Quarterly Journal of and 1989, undefined},
    url = {https://academic.oup.com/qje/article-abstract/104/3/463/1862846}
}

@book{Olive2017LinearRegression,
    title = {{Linear regression}},
    year = {2017},
    booktitle = {Linear Regression},
    author = {Olive, David J.},
    isbn = {9783319552521},
    doi = {10.1007/978-3-319-55252-1}
}

@incollection{Zimbardo2011LuciferEffect,
    title = {{Lucifer Effect}},
    year = {2011},
    booktitle = {The Encyclopedia of Peace Psychology},
    author = {Zimbardo, Philip G.},
    doi = {10.1002/9780470672532.wbepp149}
}

@article{Rand2006MachineBar,
    title = {{Machine learning meets agent-based modeling: When not to go to a bar}},
    year = {2006},
    journal = {the Proceedings of Agent},
    author = {Rand, W},
    keywords = {agent-based modeling, framework el farol bar, genetic algorithms, machine learning, problem}
}

@inproceedings{Luke2004Mason:Toolkit,
    title = {{Mason: A new multi-agent simulation toolkit}},
    year = {2004},
    booktitle = {Proceedings of the 2004 SwarmFest Workshop},
    author = {Luke, Sean and Cioffi-Revilla, C. and Panait, Liviu and Sullivan, Keith},
    isbn = {978-3-642-45345-8},
    doi = {10.1.1.158.4758},
    issn = {0037-5497},
    pmid = {14599324},
    arxivId = {cs/0412052}
}

@misc{Ji2017MathematicalSystems,
    title = {{Mathematical and Computational Modeling in Complex Biological Systems}},
    year = {2017},
    booktitle = {BioMed Research International},
    author = {Ji, Zhiwei and Yan, Ke and Li, Wenyang and Hu, Haigen and Zhu, Xiaoliang},
    doi = {10.1155/2017/5958321},
    issn = {23146141}
}

@article{Bowers2003MeasuringActivity,
    title = {{Measuring the Geographical Displacement and Diffusion of Benefit Effects of Crime Prevention Activity}},
    year = {2003},
    journal = {Journal of Quantitative Criminology},
    author = {Bowers, Kate J. and Johnson, Shane D.},
    number = {3},
    month = {9},
    pages = {275--301},
    volume = {19},
    doi = {10.1023/A:1024909009240},
    issn = {07484518},
    keywords = {Burglary, Crime displacement, Diffusion of benefit, Geographical information systems (GIS)}
}

@article{Bowers2003MeasuringActivityb,
    title = {{Measuring the Geographical Displacement and Diffusion of Benefit Effects of Crime Prevention Activity}},
    year = {2003},
    journal = {Journal of Quantitative Criminology 2003 19:3},
    author = {Bowers, Kate J. and Johnson, Shane D.},
    number = {3},
    month = {9},
    pages = {275--301},
    volume = {19},
    publisher = {Springer},
    url = {https://link.springer.com/article/10.1023/A:1024909009240},
    doi = {10.1023/A:1024909009240},
    issn = {1573-7799},
    keywords = {Criminology and Criminal Justice, Methodology of the Social Sciences, Sociology, Statistics, general}
}

@article{Zschache2016MeliorationGames,
    title = {{Melioration Learning in Two-Person Games}},
    year = {2016},
    journal = {PLOS ONE},
    author = {Zschache, Johannes},
    number = {11},
    month = {11},
    pages = {e0166708},
    volume = {11},
    publisher = {Public Library of Science},
    url = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0166708},
    doi = {10.1371/JOURNAL.PONE.0166708},
    issn = {1932-6203},
    keywords = {Agent-based modeling, Crime, Criminal punishment, Decision making, Game theory, Games, Human learning, Learning}
}

@article{Augusiak2014MergingApproach,
    title = {{Merging validation and evaluation of ecological models to 'evaludation': A review of terminology and a practical approach}},
    year = {2014},
    journal = {Ecological Modelling},
    author = {Augusiak, Jacqueline and Van den Brink, Paul J. and Grimm, Volker},
    doi = {10.1016/j.ecolmodel.2013.11.009},
    issn = {03043800},
    keywords = {Decision support, Documentation, Ecological models, Model validation, Risk assessment, Terminology}
}

@article{Verburg2016MethodsAnthropocene,
    title = {{Methods and approaches to modelling the Anthropocene}},
    year = {2016},
    journal = {Global Environmental Change},
    author = {Verburg, Peter H. and Dearing, John A. and Dyke, James G. and Leeuw, Sander van der and Seitzinger, Sybil and Steffen, Will and Syvitski, James},
    doi = {10.1016/j.gloenvcha.2015.08.007},
    issn = {09593780},
    keywords = {Complex system models, Emergence, Feedbacks, Scenarios, Simulation, Socio-ecological systems}
}

@article{Turing1950MindPress,
    title = {{Mind Association, Oxford University Press}},
    year = {1950},
    journal = {Mind},
    author = {Turing, Alan Mathison},
    doi = {10.1093/mind/fz061},
    issn = {1520-5118 (Electronic)}
}

@incollection{Little2015MissingData,
    title = {{Missing Data}},
    year = {2015},
    booktitle = {International Encyclopedia of the Social {\&} Behavioral Sciences: Second Edition},
    author = {Little, Roderick J. and Rubin, Donald B.},
    isbn = {9780080970875},
    doi = {10.1016/B978-0-08-097086-8.42082-9},
    keywords = {Available-case analysis, Complete-case analysis, Item nonresponse, Maximum likelihood, Missing data, Multiple imputation, Nonresponse weighting, Single imputation, Unit nonresponse}
}

@article{Miller2001MisunderstandingCovariance,
    title = {{Misunderstanding analysis of covariance}},
    year = {2001},
    journal = {Journal of Abnormal Psychology},
    author = {Miller, Gregory A. and Chapman, Jean P.},
    doi = {10.1037/0021-843X.110.1.40},
    issn = {0021843X}
}

@article{Charland2011MobileNative,
    title = {{Mobile Application Development: Web vs. Native}},
    year = {2011},
    journal = {Queue},
    author = {Charland, Andre and LeRoux, Brian},
    doi = {10.1145/1966989.1968203},
    issn = {15427730}
}

@article{Brantingham2005MobilityPoints,
    title = {{Mobility, Notoriety, and Crime: A Study in the Crime Patterns of Urban Nodal Points}},
    year = {2005},
    journal = {Journal of Environmental Systems},
    author = {Brantingham, Patricia L. and Brantingham, Paul J.},
    doi = {10.2190/dthj-ernn-hvcv-6k5t},
    issn = {00472433}
}

@inproceedings{Velasquez1998ModelingDecision-Making,
    title = {{Modeling Emotion-Based Decision-Making}},
    year = {1998},
    booktitle = {Proceedings of the AAAI Fall Symposium Emotional and Intelligent: The Tangled Knot of Cognition},
    author = {Vel{\'{a}}squez, Juan D}
}

@article{An2012ModelingModels,
    title = {{Modeling human decisions in coupled human and natural systems: Review of agent-based models}},
    year = {2012},
    journal = {Ecological Modelling},
    author = {An, Li},
    month = {3},
    pages = {25--36},
    volume = {229},
    doi = {10.1016/j.ecolmodel.2011.07.010},
    issn = {03043800},
    keywords = {Agent-based modeling, Coupled human and natural systems, Human decision making, Review}
}

@article{Clarke1985ModelingPolicy,
    title = {{Modeling Offenders' Decisions: A Framework for Research and Policy}},
    year = {1985},
    journal = {Crime and Justice},
    author = {Clarke, Ronald V and Cornish, Derek B},
    pages = {147--185},
    volume = {6},
    publisher = {[University of Chicago Press, University of Chicago]},
    url = {http://www.jstor.org/stable/1147498},
    issn = {01923234}
}

@article{Batty2001ModellingPrevision,
    title = {{Modelling complexity : The limits to predictionMod{\'{e}}lisation de la complexit{\'{e}} et limites {\`{a}} la pr{\'{e}}vision}},
    year = {2001},
    journal = {Cybergeo},
    author = {Batty, Michael and Torrens, Paul M.},
    doi = {10.4000/cybergeo.1035}
}

@incollection{Kennedy2012ModellingModels,
    title = {{Modelling human behaviour in agent-based models}},
    year = {2012},
    booktitle = {Agent-Based Models of Geographical Systems},
    author = {Kennedy, William G.},
    month = {1},
    pages = {167--179},
    publisher = {Springer Netherlands},
    isbn = {9789048189274},
    doi = {10.1007/978-90-481-8927-4{\_}9}
}

@incollection{Kennedy2012ModellingModelsb,
    title = {{Modelling human behaviour in agent-based models}},
    year = {2012},
    booktitle = {Agent-Based Models of Geographical Systems},
    author = {Kennedy, William G.},
    isbn = {9789048189274},
    doi = {10.1007/978-90-481-8927-4{\_}9}
}

@phdthesis{Norling2009ModellingAgents,
    title = {{Modelling Human Behaviour with BDI Agents}},
    year = {2009},
    author = {Norling, Emma},
    month = {11},
    pages = {}
}

@article{Stillman1997ModellingBehaviour,
    title = {{Modelling Interference from Basic Foraging Behaviour}},
    year = {1997},
    journal = {The Journal of Animal Ecology},
    author = {Stillman, R.A. and Goss-Custard, J.D. and Caldow, R.W.G.},
    doi = {10.2307/5922},
    issn = {00218790}
}

@book{Elsenbroich2014ModellingNorms,
    title = {{Modelling norms}},
    year = {2014},
    booktitle = {Modelling Norms},
    author = {Elsenbroich, Corinna and Gilbert, Nigel},
    isbn = {9789400770522},
    doi = {10.1007/978-94-007-7052-2}
}

@article{Schmidt2002ModellingModel,
    title = {{Modelling of Human Behaviour The PECS Reference Model}},
    year = {2002},
    journal = {Artificial Intelligence},
    author = {Schmidt, Bernd},
    keywords = {emotion cognition, emotional, human behaviour, intelligence, pecs architecture}
}

@article{Polhill2016ModellingSystems,
    title = {{Modelling systemic change in coupled socio-environmental systems}},
    year = {2016},
    journal = {Environmental Modelling and Software},
    author = {Polhill, J. Gary and Filatova, Tatiana and Schl{\"{u}}ter, Maja and Voinov, Alexey},
    doi = {10.1016/j.envsoft.2015.10.017},
    issn = {13648152},
    keywords = {Complexity, Feedbacks, Ontology, Regime shift, Shock, Vocabulary}
}

@article{Schelling1969ModelsSegregation,
    title = {{Models of Segregation}},
    year = {1969},
    journal = {American Economic Review},
    author = {Schelling, Thomas C},
    doi = {10.1126/science.151.3712.867-a},
    issn = {00028282},
    pmid = {17746758}
}

@article{Lord1994MovingPerspective,
    title = {{Moving from Cognition to Action: A Control Theory Perspective}},
    year = {1994},
    journal = {Applied Psychology},
    author = {Lord, Robert G. and Levy, Paul E.},
    doi = {10.1111/j.1464-0597.1994.tb00828.x},
    issn = {0269-994X}
}

@article{Busoniu2010Multi-agentOverview,
    title = {{Multi-agent reinforcement learning: An overview}},
    year = {2010},
    journal = {Studies in Computational Intelligence},
    author = {Bu{\c{s}}oniu, Lucian and Babu{\v{s}}ka, Robert and De Schutter, Bart},
    isbn = {9783642144349},
    doi = {10.1007/978-3-642-14435-6{\_}7},
    issn = {1860949X}
}

@article{Bousquet2004Multi-agentReview,
    title = {{Multi-agent simulations and ecosystem management: A review}},
    year = {2004},
    journal = {Ecological Modelling},
    author = {Bousquet, F. and Le Page, C.},
    doi = {10.1016/j.ecolmodel.2004.01.011},
    issn = {03043800},
    keywords = {Agent architectures, Decision-making process, Multi-agent systems, Organization, Simulation}
}

@misc{Parker2003Multi-agentReview,
    title = {{Multi-agent systems for the simulation of land-use and land-cover change: A review}},
    year = {2003},
    booktitle = {Annals of the Association of American Geographers},
    author = {Parker, Dawn C. and Manson, Steven M. and Janssen, Marco A. and Hoffmann, Matthew J. and Deadman, Peter},
    doi = {10.1111/1467-8306.9302004},
    issn = {00045608},
    keywords = {Agent-based modeling, Cellular automata, Complexity theory, Land-use and land-cover change, Multi-agent systems}
}

@misc{Parker2003Multi-agentReviewb,
    title = {{Multi-agent systems for the simulation of land-use and land-cover change: A review}},
    year = {2003},
    booktitle = {Annals of the Association of American Geographers},
    author = {Parker, Dawn C. and Manson, Steven M. and Janssen, Marco A. and Hoffmann, Matthew J. and Deadman, Peter},
    doi = {10.1111/1467-8306.9302004},
    issn = {00045608},
    keywords = {Agent-based modeling, Cellular automata, Complexity theory, Land-use and land-cover change, Multi-agent systems}
}

@misc{Parker2003Multi-agentReviewc,
    title = {{Multi-agent systems for the simulation of land-use and land-cover change: A review}},
    year = {2003},
    booktitle = {Annals of the Association of American Geographers},
    author = {Parker, Dawn C. and Manson, Steven M. and Janssen, Marco A. and Hoffmann, Matthew J. and Deadman, Peter},
    number = {2},
    month = {6},
    pages = {314--337},
    volume = {93},
    doi = {10.1111/1467-8306.9302004},
    issn = {00045608},
    keywords = {Agent-based modeling, Cellular automata, Complexity theory, Land-use and land-cover change, Multi-agent systems}
}

@inproceedings{Urquhart2015Multi-ModalEnvironment,
    title = {{Multi-Modal Employee Routing with Time Windows in an Urban Environment}},
    year = {2015},
    author = {Urquhart, Neil B. and Hart, Emma and Judson, Alistair},
    doi = {10.1145/2739482.2764649}
}

@misc{Guha-SapirNaturalGOV.UK,
    title = {{Natural disasters: measuring the human and economic impact - GOV.UK}},
    author = {Guha-Sapir, Debarati and Hoyois, Philippe},
    url = {https://www.gov.uk/government/publications/natural-disasters-measuring-the-human-and-economic-impact}
}

@article{Wilensky1999NetLogo.Http://ccl.northwestern.edu/netlogo/.,
    title = {{NetLogo. http://ccl.northwestern.edu/netlogo/.}},
    year = {1999},
    journal = {Center for Connected Learning and ComputerBased Modeling Northwestern University Evanston IL},
    author = {Wilensky, U}
}

@article{Hagan1995NeuralDesign,
    title = {{Neural Network Design}},
    year = {1995},
    journal = {Boston Massachusetts PWS},
    author = {Hagan, M T and Demuth, H B and Beale, M H},
    isbn = {9780971732100},
    doi = {10.1007/1-84628-303-5},
    pmid = {673255}
}

@article{Huston1988NewTheory,
    title = {{New Computer Models Unify Ecological Theory}},
    year = {1988},
    journal = {BioScience},
    author = {Huston, Michael and DeAngelis, Donald and Post, Wilfred},
    number = {10},
    month = {11},
    pages = {682--691},
    volume = {38},
    publisher = {Oxford University Press (OUP)},
    doi = {10.2307/1310870},
    issn = {00063568}
}

@inproceedings{Kollingbaum2004NormArchitecture,
    title = {{Norm adoption in the NoA agent architecture}},
    year = {2004},
    author = {Kollingbaum, Martin J. and Norman, Timothy J.},
    doi = {10.1145/860722.860784}
}

@article{Bellman1958OnProblem,
    title = {{On a routing problem}},
    year = {1958},
    journal = {Quarterly of Applied Mathematics},
    author = {Bellman, Richard},
    doi = {10.1090/qam/102435},
    issn = {0033-569X}
}

@article{Li1995OnHeterogeneity,
    title = {{On Definition and Quantification of Heterogeneity}},
    year = {1995},
    journal = {Oikos},
    author = {Li, H. and Reynolds, J. F.},
    doi = {10.2307/3545921},
    issn = {00301299}
}

@article{Kullback1951OnSufficiency,
    title = {{On Information and Sufficiency}},
    year = {1951},
    journal = {The Annals of Mathematical Statistics},
    author = {Kullback, S. and Leibler, R. A.},
    doi = {10.1214/aoms/1177729694},
    issn = {0003-4851}
}

@book{Darwin1859OnSpecies,
    title = {{On the Origin of the Species}},
    year = {1859},
    booktitle = {Darwin},
    author = {Darwin, Charles},
    issn = {00335770},
    keywords = {evolution}
}

@misc{OpenAI2019OpenAI,
    title = {{OpenAI}},
    year = {2019},
    booktitle = {OpanAI},
    author = {{OpenAI}},
    url = {https://openai.com/}
}

@article{Zhou2021OperationalApproach,
    title = {{Operational factor analysis of the aggressive taxi speeders using random parameters Bayesian LASSO modeling approach}},
    year = {2021},
    journal = {Accident Analysis and Prevention},
    author = {Zhou, Yue and Jiang, Xinguo and Fu, Chuanyun and Liu, Haiyue},
    month = {7},
    pages = {106183},
    volume = {157},
    publisher = {Elsevier Ltd},
    doi = {10.1016/j.aap.2021.106183},
    issn = {00014575},
    keywords = {Aggressive taxi speeder, Bayesian binary logistic model, GPS trajectory, LASSO, Operational factor, Random parameters}
}

@article{Clarke2012OpportunityWhat,
    title = {{Opportunity makes the thief. Really? And so what?}},
    year = {2012},
    journal = {Crime Science 2012 1:1},
    author = {Clarke, Ronald V},
    number = {1},
    month = {12},
    pages = {1--9},
    volume = {1},
    publisher = {BioMed Central},
    url = {https://link.springer.com/articles/10.1186/2193-7680-1-3 https://link.springer.com/article/10.1186/2193-7680-1-3},
    doi = {10.1186/2193-7680-1-3},
    issn = {2193-7680},
    keywords = {Community and Environmental Psychology, Criminology and Criminal Justice, Image and Speech Processing, Signal, Systems and Data Security, general}
}

@misc{Survey2021OSRoads,
    title = {{OS Open Roads}},
    year = {2021},
    author = {Survey, Ordnance},
    url = {https://www.ordnancesurvey.co.uk/business-government/products/open-map-roads}
}

@article{Gove1979OvercrowdingConsequences.,
    title = {{Overcrowding in the home: an empirical investigation of its possible pathological consequences.}},
    year = {1979},
    journal = {American sociological review},
    author = {Gove, W. R. and Hughes, M. and Galle, O. R.},
    doi = {10.2307/2094818},
    issn = {00031224},
    pmid = {507572}
}

@article{Clarke1998OvertakingAge,
    title = {{Overtaking road-accidents: Differences in manoeuvre as a function of driver age}},
    year = {1998},
    journal = {Accident Analysis and Prevention},
    author = {Clarke, David D. and Ward, Patrick J. and Jones, Jean},
    number = {4},
    month = {7},
    pages = {455--467},
    volume = {30},
    publisher = {Elsevier Ltd},
    doi = {10.1016/S0001-4575(97)00105-X},
    issn = {00014575},
    pmid = {9666242},
    keywords = {Accident causation, Methodology, Overtaking, Police records}
}

@book{Ishida1994ParallelSystems,
    title = {{Parallel, Distributed and Multiagent Production Systems}},
    year = {1994},
    author = {Ishida, Toru},
    isbn = {978-3-540-58698-2},
    doi = {10.1007/3-540-58698-9}
}

@article{Benenson2008PARKAGENT:City,
    title = {{PARKAGENT: An agent-based model of parking in the city}},
    year = {2008},
    journal = {Computers, Environment and Urban Systems},
    author = {Benenson, Itzhak and Martens, Karel and Birfir, Slava},
    doi = {10.1016/j.compenvurbsys.2008.09.011},
    issn = {01989715},
    keywords = {Agent-based modeling, GIS, On-street parking, Parking, Residential parking, Spatially explicit modeling}
}

@article{Urban2001PECSBehaviour,
    title = {{PECS – Agent-Based Modelling of Human Behaviour}},
    year = {2001},
    journal = {Operations Research},
    author = {Urban, Christoph and Schmidt, Bernd}
}

@techreport{Fildes1994PerceptualReview,
    title = {{Perceptual Countermeasures: Literature Review}},
    year = {1994},
    author = {Fildes, B. and Jarvis, J.}
}

@article{DECKER1993PERCEPTUALNOTE,
    title = {{PERCEPTUAL DETERRENCE AMONG ACTIVE RESIDENTIAL BURGLARS: A RESEARCH NOTE}},
    year = {1993},
    journal = {Criminology},
    author = {DECKER, SCOTT and WRIGHT, RICHARD and LOGIE, ROBERT},
    number = {1},
    pages = {135--147},
    volume = {31},
    doi = {10.1111/j.1745-9125.1993.tb01125.x},
    issn = {17459125}
}

@article{KruegerPersonalityCohort.,
    title = {{Personality traits are linked to crime among men and women: evidence from a birth cohort.}},
    journal = {psycnet.apa.org},
    author = {Krueger, RF and Schmutte, PS and {\ldots}, A Caspi - Journal of abnormal and 1994, undefined},
    url = {https://psycnet.apa.org/record/1994-33914-001}
}

@article{Dargis2018PersonalityProfiles,
    title = {{Personality Traits Differentiate Subgroups of Criminal Offenders With Distinct Cognitive, Affective, and Behavioral Profiles}},
    year = {2018},
    journal = {Criminal Justice and Behavior},
    author = {Dargis, Monika and Koenigs, Michael},
    number = {7},
    month = {7},
    pages = {984--1007},
    volume = {45},
    publisher = {SAGE Publications Inc.},
    url = {http://journals.sagepub.com/doi/10.1177/0093854818770693},
    doi = {10.1177/0093854818770693},
    issn = {0093-8548},
    keywords = {antisocial, crime, mental health, personality, subtypes}
}

@article{Bratman1988PlansReasoning,
    title = {{Plans and resource‐bounded practical reasoning}},
    year = {1988},
    journal = {Computational Intelligence},
    author = {Bratman, Michael E. and Israel, David J. and Pollack, Martha E.},
    doi = {10.1111/j.1467-8640.1988.tb00284.x},
    issn = {14678640},
    keywords = {limites de ressources, planification, planning, practical reasoning, raisonnement pratique, resource bounds}
}

@misc{VolodymyrMnihKorayKavukcuogluDavidSilverAlexGravesIoannisAntonoglouDaanWierstra2016PlayingLearning,
    title = {{Playing Atari with Deep Reinforcement Learning}},
    year = {2016},
    booktitle = {IJCAI International Joint Conference on Artificial Intelligence},
    author = {Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller},
    isbn = {1476-4687 (Electronic) 0028-0836 (Linking)},
    doi = {10.1038/nature14236},
    issn = {10450823},
    pmid = {25719670},
    arxivId = {1604.03986}
}

@misc{Plug-inNews,
    title = {{Plug-in hybrid cars use more fuel than official figures claim – Which? News}},
    url = {https://www.which.co.uk/news/2021/03/plug-in-hybrid-cars-use-more-fuel-than-official-figures-claim/}
}

@article{Brslica2011Plug-inVehicles,
    title = {{Plug-in Hybrid Vehicles}},
    year = {2011},
    journal = {Electric Vehicles The Benefits and Barriers},
    author = {Brslica, Vit},
    month = {9},
    publisher = {IntechOpen},
    url = {https://www.intechopen.com/chapters/18665},
    isbn = {978-953-307-287-6},
    doi = {10.5772/21528}
}

@article{Dodd2018PoliceKhan,
    title = {{Police cuts hit London harder than other parts of UK, says Sadiq Khan}},
    year = {2018},
    journal = {The Guardian},
    author = {Dodd, Vikram},
    url = {https://www.theguardian.com/uk-news/2018/jun/26/police-cuts-hit-london-harder-than-anywhere-else-in-uk-sadiq-khan}
}

@article{Bakker2013PolicyEnvironment,
    title = {{Policy options to support the adoption of electric vehicles in the urban environment}},
    year = {2013},
    journal = {Transportation Research Part D: Transport and Environment},
    author = {Bakker, Sjoerd and Jacob Trip, Jan},
    month = {12},
    pages = {18--23},
    volume = {25},
    publisher = {Elsevier Ltd},
    doi = {10.1016/j.trd.2013.07.005},
    issn = {13619209},
    keywords = {City environment, Electric vehicles, Urban public policy}
}

@article{Erev1998PredictingEquilibria,
    title = {{Predicting How People Play Games: Reinforcement Learning in Experimental Games with Unique, Mixed Strategy Equilibria}},
    year = {1998},
    journal = {American Economic Review},
    author = {Erev, Ido and Roth, Alvin E.},
    number = {4},
    month = {9},
    pages = {848--881},
    volume = {88},
    doi = {10.2307/117009}
}

@article{ODonnell1996PredictingChoice,
    title = {{Predicting the severity of motor vehicle accident injuries using models of ordered multiple choice}},
    year = {1996},
    journal = {Accident Analysis and Prevention},
    author = {O'Donnell, C. J. and Connor, D. H.},
    doi = {10.1016/S0001-4575(96)00050-4},
    issn = {00014575},
    pmid = {9006642},
    keywords = {Injury severity, Ordered logit model, Ordered probit model, Road-user attributes}
}

@article{Farrell1995PreventingVictimization,
    title = {{Preventing Repeat Victimization}},
    year = {1995},
    journal = {Crime and Justice},
    author = {Farrell, Graham},
    doi = {10.1086/449236},
    issn = {0192-3234}
}

@book{Anholt2009PrinciplesGenetics,
    title = {{Principles of behavioral genetics}},
    year = {2009},
    author = {Anholt, Robert R H and Mackay, Trudy F C},
    publisher = {Academic Press}
}

@article{Olivella-Rosell2015ProbabilisticNetworks,
    title = {{Probabilistic Agent-Based Model of Electric Vehicle Charging Demand to Analyse the Impact on Distribution Networks}},
    year = {2015},
    journal = {Energies},
    author = {Olivella-Rosell, Pol and Villafafila-Robles, Roberto and Sumper, Andreas and Bergas-Jan{\'{e}}, Joan},
    number = {5},
    month = {5},
    pages = {4160--4187},
    volume = {8},
    publisher = {MDPI AG},
    url = {http://www.mdpi.com/1996-1073/8/5/4160},
    doi = {10.3390/en8054160},
    issn = {1996-1073},
    keywords = {Agent-based modelling and simulation, Coordinated charging, Distribution network, Electric vehicles charging, Load flow analysis, Stochastic modelling}
}

@book{Bordini2007ProgrammingJason,
    title = {{Programming Multi-Agent Systems in AgentSpeak using Jason}},
    year = {2007},
    booktitle = {Programming Multi-Agent Systems in AgentSpeak using Jason},
    author = {Bordini, Rafael H. and H{\"{u}}bner, Jomi Fred and Wooldridge, Michael},
    isbn = {9780470029008},
    doi = {10.1002/9780470061848}
}

@misc{Schulman2017ProximalAlgorithms,
    title = {{Proximal Policy Optimization Algorithms}},
    year = {2017},
    author = {Schulman, John and Wolski, Filip and Dhariwal, Prafulla and Radford, Alec and Klimov, Oleg},
    arxivId = {1707.06347}
}

@article{Bock2013PsychologyOffenders,
    title = {{Psychology, Crime {\&} Law Empathy as a predictor of recidivism among young adult offenders}},
    year = {2013},
    journal = {Taylor {\&} Francis},
    author = {Bock, Eva M and Hosser, Daniela},
    number = {2},
    month = {2},
    pages = {101--115},
    volume = {20},
    url = {https://www.tandfonline.com/action/journalInformation?journalCode=gpcl20},
    doi = {10.1080/1068316X.2012.749472},
    issn = {1477-2744},
    keywords = {empathy, recidivism, violent offenders, young adult offenders}
}

@techreport{Hemphill1998PsychopathyReview,
    title = {{Psychopathy and recidivism: A review}},
    year = {1998},
    booktitle = {Wiley Online Library},
    author = {Hemphill, James F and Hare, Robert D and Wong, Stephen},
    number = {1},
    pages = {139--170},
    volume = {3},
    publisher = {John Wiley and Sons Ltd},
    url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/j.2044-8333.1998.tb00355.x?casa_token=1ewZNmynuOoAAAAA:Fx7_P8e55STPHrtlbvNc6EQ2Qe1uuzE7pJe4sfYFpPThIuXtRJRvtnt4rHyWYO7zjPx11b_puWX27wAu},
    doi = {10.1111/j.2044-8333.1998.tb00355.x},
    keywords = {1961, Harris, Rtce {\&} Quinsey, 1993, Hoffman, 1983, Nuffield, 1982, Quinsey, Rice {\&} Harris, 1995, Webster, Harris, Rice, Cormier {\&}}
}

@misc{Kulik2008PuttingAction,
    title = {{Putting the organization back into computational organization theory: A complex Perrowian model of organizational action}},
    year = {2008},
    booktitle = {Computational and Mathematical Organization Theory},
    author = {Kulik, Brian W. and Baker, Timothy},
    doi = {10.1007/s10588-008-9022-6},
    issn = {1381298X},
    keywords = {Agent-based simulation, Computational organization theory, Organization theory, Organizational complexity}
}

@book{Raschka2015PythonLearning,
    title = {{Python Machine Learning}},
    year = {2015},
    booktitle = {Igarss 2014},
    author = {Raschka, Sebastian},
    isbn = {9780874216561},
    doi = {10.1007/s13398-014-0173-7.2},
    issn = {0717-6163},
    pmid = {15003161},
    arxivId = {arXiv:1011.1669v3},
    keywords = {Bott}
}

@article{Watkins1992Q-learning,
    title = {{Q-learning}},
    year = {1992},
    journal = {Machine Learning},
    author = {Watkins, Christopher J. C. H. and Dayan, Peter},
    number = {3-4},
    month = {5},
    pages = {279--292},
    volume = {8},
    publisher = {Springer Science and Business Media LLC},
    doi = {10.1007/bf00992698},
    issn = {0885-6125}
}

@inproceedings{Gaskett1999Q-learningSpaces,
    title = {{Q-learning in continuous state and action spaces}},
    year = {1999},
    booktitle = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
    author = {Gaskett, Chris and Wettergreen, David and Zelinsky, Alexander},
    isbn = {3540668225},
    doi = {10.1007/3-540-46695-9{\_}35},
    issn = {16113349}
}

@article{Hawkins2013RVehicles,
    title = {{R E S E A R C H A N D A N A LY S I S Comparative Environmental Life Cycle Assessment of Conventional and Electric Vehicles}},
    year = {2013},
    journal = {Wiley Online Library},
    author = {Hawkins, Troy R and Singh, Bhawna and Majeau-Bettez, Guillaume and Str{\o}mman, Anders Hammer},
    number = {1},
    pages = {53--64},
    volume = {17},
    publisher = {Blackwell Publishing},
    url = {www.wileyonlinelibrary.com/journal/jie},
    doi = {10.1111/j.1530-9290.2012.00532.x},
    keywords = {Batteries, Electricity mix, Global warming, Industrial ecology, Life cycle inventory (LCI), Transportation}
}

@misc{Stackoverflow2017RPolicing,
    title = {{R studios - policing}},
    year = {2017},
    booktitle = {Stackoverflow},
    author = {{Stackoverflow}},
    pages = {1},
    url = {https://stackoverflow.com/questions/14376807/how-to-read-write-string-from-a-file-in-android}
}

@incollection{Cutler2012RandomForests,
    title = {{Random forests}},
    year = {2012},
    booktitle = {Ensemble Machine Learning: Methods and Applications},
    author = {Cutler, Adele and Cutler, D. Richard and Stevens, John R.},
    isbn = {9781441993267},
    doi = {10.1007/9781441993267{\_}5}
}

@book{2016ReadingsIntelligence,
    title = {{Readings in Distributed Artificial Intelligence}},
    year = {2016},
    booktitle = {Readings in Distributed Artificial Intelligence},
    doi = {10.1016/c2013-0-07700-6}
}

@article{Wooldridge2002ReasoningAgents,
    title = {{Reasoning About Rational Agents}},
    year = {2002},
    journal = {J. Artificial Societies and Social Simulation},
    author = {Wooldridge, Michael},
    month = {11},
    pages = {},
    volume = {5}
}

@article{ExpositionRECMODELER:AVOIDANCE,
    title = {{RECMODELER: EVALUATING COOPERATIVE COLLISION AVOIDANCE}},
    journal = {trid.trb.org},
    author = {Exposition, DG Steigerwald - ITS America 12th Annual Meeting and and 2002, undefined},
    url = {https://trid.trb.org/view/723505}
}

@techreport{Hollander1979ReducingJuatloa,
    title = {{Reducing Residential Crime and Fear: The Hartford Neighborhood Crime Prevention Program bv National Inatttuta of Law Enforeamant and Criminal Juatloa}},
    year = {1979},
    author = {Hollander, Brian and Hartmann, Francis X and Brown, Rinda R and Wiles, Robert and Enforcamant, Law and Admlnlatratlon, Aaalatanca and Dogln, Henry S and Broome, Homer F and Bratt, Harry M and Dlrtctor, Acting},
    isbn = {027-000-00877-1},
    keywords = {Neighborhood Watch, Residential Crime and Fear}
}

@article{Izquierdo2008ReinforcementDilemmas,
    title = {{Reinforcement learning dynamics in social dilemmas}},
    year = {2008},
    journal = {JASSS},
    author = {Izquierdo, Segismundo S. and Izquierdo, Luis R. and Gotts, Nicholas M.},
    number = {2},
    month = {3},
    volume = {11},
    publisher = {JASSS},
    issn = {14607425},
    keywords = {Agent-based, Game theory, Reinforcement learning, Replication, Slow learning, Social dilemmas}
}

@article{Niv2009ReinforcementBrain,
    title = {{Reinforcement learning in the brain}},
    year = {2009},
    journal = {Journal of Mathematical Psychology},
    author = {Niv, Yael},
    number = {3},
    month = {6},
    pages = {139--154},
    volume = {53},
    publisher = {Academic Press},
    doi = {10.1016/J.JMP.2008.12.005},
    issn = {0022-2496}
}

@article{Kaelbling1996ReinforcementSurvey,
    title = {{Reinforcement learning: A survey}},
    year = {1996},
    journal = {Journal of Artificial Intelligence Research},
    author = {Kaelbling, Leslie Pack and Littman, Michael L. and Moore, Andrew W.},
    doi = {10.1613/jair.301},
    issn = {10769757},
    arxivId = {cs/9605103}
}

@article{Kaelbling1996ReinforcementSurveyb,
    title = {{Reinforcement learning: A survey}},
    year = {1996},
    journal = {Journal of Artificial Intelligence Research},
    author = {Kaelbling, Leslie Pack and Littman, Michael L. and Moore, Andrew W.},
    pages = {237--285},
    volume = {4},
    doi = {10.1613/jair.301},
    issn = {10769757},
    arxivId = {cs/9605103}
}

@misc{Andrew1998ReinforcementIntroduction,
    title = {{Reinforcement Learning: An Introduction}},
    year = {1998},
    booktitle = {Kybernetes},
    author = {Andrew, Alex M.},
    doi = {10.1108/k.1998.27.9.1093.3},
    issn = {0368492X}
}

@book{Sutton2018ReinforcementIntroduction,
    title = {{Reinforcement learning: An introduction}},
    year = {2018},
    author = {Sutton, RS and Barto, AG},
    url = {https://books.google.co.uk/books?hl=en&lr=&id=uWV0DwAAQBAJ&oi=fnd&pg=PR7&dq=richard+s+sutton+reinforcement+learning&ots=mipKt5Z4j1&sig=BK7V3dkRO1A4_GsPPAEOL715It0}
}

@book{Sutton2018ReinforcementEdition,
    title = {{Reinforcement Learning: An Introduction, Second Edition}},
    year = {2018},
    booktitle = {The Lancet},
    author = {Sutton, Richard S and Barto, Andrew G},
    isbn = {0262193981},
    doi = {10.1016/S0140-6736(51)92942-X},
    issn = {01406736},
    pmid = {17044734},
    arxivId = {1603.02199}
}

@article{Retallack2020RelationshipIntersections,
    title = {{Relationship between traffic volume and accident frequency at intersections}},
    year = {2020},
    journal = {International Journal of Environmental Research and Public Health},
    author = {Retallack, Angus Eugene and Ostendorf, Bertram},
    doi = {10.3390/ijerph17041393},
    issn = {16604601},
    pmid = {32098180},
    keywords = {Congestion, Intersections, Rainfall risk, Relative risk, Traffic volume, Urban}
}

@article{Zhou1997RelationshipRates,
    title = {{Relationship between volume-to-capacity ratios and accident rates}},
    year = {1997},
    journal = {Transportation Research Record},
    author = {Zhou, Min and Sisiopiku, Virginia P.},
    doi = {10.3141/1581-06},
    issn = {03611981}
}

@incollection{Bigbee2007ReplicationMASON,
    title = {{Replication of Sugarscape Using MASON}},
    year = {2007},
    booktitle = {Agent-Based Approaches in Economic and Social Complex Systems IV},
    author = {Bigbee, Anthony and Cioffi-Revilla, Claudio and Luke, Sean},
    doi = {10.1007/978-4-431-71307-4{\_}20}
}

@incollection{Bigbee2007ReplicationMASONb,
    title = {{Replication of Sugarscape Using MASON}},
    year = {2007},
    author = {Bigbee, Anthony and Cioffi-Revilla, Claudio and Luke, Sean},
    pages = {183--190},
    doi = {10.1007/978-4-431-71307-4{\_}20}
}

@techreport{Murphy2020ReportedReport,
    title = {{Reported road casualties in Great Britain: 2019 annual report}},
    year = {2020},
    author = {Murphy, Aimee},
    pages = {51},
    institution = {Department for Transport}
}

@article{Thangarajah2002Representation,
    title = {{Representation and Reasoning for Goals in BDI Agents *}},
    year = {2002},
    journal = {Aust. Comput. Sci. Commun.},
    author = {Thangarajah, John and Padgham, Lin and Harland, James},
    doi = {10.1145/563857.563831}
}

@article{Maycock1999RoadBehaviour,
    title = {{Road layout design standards and driver behaviour}},
    year = {1999},
    journal = {Proceedings of the Institution of Civil Engineers: Transport},
    author = {Maycock, G. and Brocklebank, P. and Hall, R.},
    doi = {10.1680/itran.1999.31803},
    issn = {0965092X}
}

@article{Yang2003RoadKorea.,
    title = {{Road traffic accidents and policy interventions in Korea.}},
    year = {2003},
    journal = {Injury control and safety promotion},
    author = {Yang, Bong Min and Kim, Jinhyun},
    doi = {10.1076/icsp.10.1.89.14120},
    issn = {15660974},
    pmid = {12772491}
}

@article{Bicchi2000RoboticReview,
    title = {{Robotic grasping and contact: A review}},
    year = {2000},
    journal = {Proceedings-IEEE International Conference on Robotics and Automation},
    author = {Bicchi, Antonio and Kumar, Vijay},
    doi = {10.1109/ROBOT.2000.844081},
    issn = {10504729}
}

@incollection{Urquhart2003RoutingTransactions,
    title = {{Routing Using Evolutionary Agents and Proactive Transactions}},
    year = {2003},
    author = {Urquhart, Neil B. and Ross, Peter and Paechter, Ben and Chisholm, Ken},
    doi = {10.1007/3-540-36605-9{\_}63}
}

@techreport{Author2007RuralMinnesota,
    title = {{Rural and Urban Safety Cultures: Human-Centered Interventions Toward Zero Deaths in Rural Minnesota}},
    year = {2007},
    author = {Author, 7 and Rakauskas, Michael E and Ward, Nicholas J and Gerberich, Susan G and Alexander, Bruce H and Program, Humanfirst},
    url = {http://www.lrrb.org/PDF/200741.pdf}
}

@misc{SafeKnow,
    title = {{Safe separation distances and what you should know}},
    url = {https://www.drivingtestsuccess.com/blog/safe-separation-distance}
}

@inproceedings{Wang2019SampleReplay,
    title = {{Sample efficient actor-critic with experience replay}},
    year = {2019},
    booktitle = {5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings},
    author = {Wang, Ziyu and Mnih, Volodymyr and Bapst, Victor and Munos, Remi and Heess, Nicolas and Kavukcuoglu, Koray and De Freitas, Nando},
    arxivId = {1611.01224}
}

@article{Wang2016SampleReplay,
    title = {{Sample Efficient Actor-Critic with Experience Replay}},
    year = {2016},
    journal = {5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings},
    author = {Wang, Ziyu and Bapst, Victor and Heess, Nicolas and Mnih, Volodymyr and Munos, Remi and Kavukcuoglu, Koray and de Freitas, Nando},
    month = {11},
    publisher = {International Conference on Learning Representations, ICLR},
    url = {http://arxiv.org/abs/1611.01224},
    arxivId = {1611.01224}
}

@article{Olmez2022SedarOlmez94/Pythonic_UK_Housing_Market_ABM_2022:2022,
    title = {{SedarOlmez94/Pythonic{\_}UK{\_}Housing{\_}Market{\_}ABM{\_}2022: UK Housing Market Model 2022}},
    year = {2022},
    author = {Olmez, Sedar},
    month = {3},
    url = {https://zenodo.org/record/6362146},
    doi = {10.5281/ZENODO.6362146}
}

@article{Olmez2022SedarOlmez94/Pythonic_UK_Housing_Market_ABM_2022:2022b,
    title = {{SedarOlmez94/Pythonic{\_}UK{\_}Housing{\_}Market{\_}ABM{\_}2022: UK Housing Market Model 2022}},
    year = {2022},
    author = {Olmez, Sedar},
    month = {3},
    url = {https://zenodo.org/record/6362146},
    doi = {10.5281/ZENODO.6362146}
}

@article{Sert2020SegregationModeling,
    title = {{Segregation dynamics with reinforcement learning and agent based modeling}},
    year = {2020},
    journal = {Scientific Reports},
    author = {Sert, Egemen and Bar-Yam, Yaneer and Morales, Alfredo J.},
    doi = {10.1038/s41598-020-68447-8},
    issn = {20452322},
    pmid = {32678127}
}

@inproceedings{Labrou1997SemanticsLanguage,
    title = {{Semantics for an agent communication language}},
    year = {1997},
    booktitle = {International Workshop on Agent Theories, Architectures, and Languages},
    author = {Labrou, Yannis and Finin, Tim},
    pages = {209--214}
}

@article{Breen2020SeriousChallenge,
    title = {{Serious motor vehicle collisions involving young drivers on Norwegian roads 2013–2016: Speeding and driver-related errors are the main challenge}},
    year = {2020},
    journal = {Traffic Injury Prevention},
    author = {Breen, Jan Mario and N{\ae}ss, Pål Aksel and Hansen, Trond Boye and Gaarder, Christine and Stray-Pedersen, Arne},
    number = {6},
    month = {8},
    pages = {382--388},
    volume = {21},
    publisher = {Taylor and Francis Inc.},
    url = {https://www.tandfonline.com/action/journalInformation?journalCode=gcpi20},
    doi = {10.1080/15389588.2020.1770237},
    issn = {1538957X},
    pmid = {32496905},
    keywords = {DUI, Driver behavior, collision investigation, self-report, serious injury, speeding, young drivers}
}

@techreport{DepartmentforTransport2006SettingLimits,
    title = {{Setting Local Speed Limits}},
    year = {2006},
    author = {Department for Transport, Uk},
    number = {July},
    pages = {1--48},
    institution = {UK Government Department for Transport},
    isbn = {13 978-0-11-552789-0/10 0-11-552789-3},
    keywords = {limits, local, local speed, setting local}
}

@article{Zhdankin2010SimpleModel,
    title = {{Simple predator-prey swarming model}},
    year = {2010},
    journal = {Physical Review E - Statistical, Nonlinear, and Soft Matter Physics},
    author = {Zhdankin, Vladimir and Sprott, J. C.},
    doi = {10.1103/PhysRevE.82.056209},
    issn = {15393755}
}

@article{Manson2001SimplifyingTheory,
    title = {{Simplifying complexity: A review of complexity theory}},
    year = {2001},
    journal = {Geoforum},
    author = {Manson, Steven M.},
    isbn = {0016-7185},
    doi = {10.1016/S0016-7185(00)00035-X},
    issn = {00167185},
    pmid = {69},
    keywords = {Chaos, Complexity theory, Emergence, Self-organization}
}

@article{Groff2008SimulatingPossibilities,
    title = {{Simulating Crime Prevention Strategies: A Look at the Possibilities}},
    year = {2008},
    journal = {Policing},
    author = {Groff, E. and Birks, D.},
    doi = {10.1093/police/pan020},
    issn = {1752-4512}
}

@article{Groff2007SimulationRobbery,
    title = {{Simulation for theory testing and experimentation: An example using routine activity theory and street robbery}},
    year = {2007},
    journal = {Journal of Quantitative Criminology},
    author = {Groff, Elizabeth R.},
    doi = {10.1007/s10940-006-9021-z},
    issn = {07484518},
    keywords = {Agent-based models, Experiment, Geographic information systems, Simulation, Theory testing}
}

@article{Jalalimanesh2017Simulation-basedLearning,
    title = {{Simulation-based optimization of radiotherapy: Agent-based modeling and reinforcement learning}},
    year = {2017},
    journal = {Mathematics and Computers in Simulation},
    author = {Jalalimanesh, Ammar and Shahabi Haghighi, Hamidreza and Ahmadi, Abbas and Soltani, Madjid},
    doi = {10.1016/j.matcom.2016.05.008},
    issn = {03784754},
    keywords = {Agent-based modeling, Cancer treatment, Q-learning, Radiotherapy, Reinforcement learning}
}

@article{Hayward2007SituationalNow,
    title = {{Situational crime prevention and its discontents: Rational choice theory versus the 'culture of now'}},
    year = {2007},
    journal = {Social Policy and Administration},
    author = {Hayward, Keith},
    doi = {10.1111/j.1467-9515.2007.00550.x},
    issn = {01445596},
    keywords = {Consumerism, Criminal justice, Cultural criminology, Rational choice theory, Situational crime prevention}
}

@book{Clarke1997SituationalStudies,
    title = {{Situational Crime Prevention: Successful Case Studies}},
    year = {1997},
    booktitle = {Harrow and Heston},
    author = {Clarke, Ronald V},
    isbn = {0911577394}
}

@book{Clarke1997SituationalStudiesb,
    title = {{Situational Crime Prevention: Successful Case Studies}},
    year = {1997},
    booktitle = {Harrow and Heston},
    author = {Clarke, Ronald V},
    pages = {335},
    publisher = {Harrow and Heston},
    url = {http://www.popcenter.org/library/reading/pdfs/scp2_intro.pdf},
    isbn = {0911577394}
}

@incollection{Wortley2016SituationalCrime,
    title = {{Situational precipitators of crime}},
    year = {2016},
    booktitle = {Environmental Criminology and Crime Analysis: Second Edition},
    author = {Wortley, Richard},
    isbn = {9781317487104},
    doi = {10.4324/9781315709826}
}

@article{Cohen1979SocialApproach,
    title = {{Social Change and Crime Rate Trends: A Routine Activity Approach}},
    year = {1979},
    journal = {American Sociological Review},
    author = {Cohen, Lawrence E. and Felson, Marcus},
    doi = {10.2307/2094589},
    issn = {00031224}
}

@article{Bosse2010SocialSpots,
    title = {{Social simulation and analysis of the dynamics of criminal hot spots}},
    year = {2010},
    journal = {JASSS},
    author = {Bosse, Tibor and Gerritsen, Charlotte},
    doi = {10.18564/jasss.1498},
    issn = {14607425},
    keywords = {Agent-based modelling, Analysis, Criminal hot spots, Displacement, Reputation, Social simulation}
}
@phdthesis{10.5555/1087911,
    title = {{Spatial Adaptive Crime Event Simulation with the Ra/ca/Abm Computational Laboratory}},
    year = {2005},
    author = {Wang, Xuguang and Liu, Lin},
    publisher = {University of Cincinnati},
    address = {USA},
    isbn = {0542053292}
}

@inproceedings{baruya1998speed,
    title = {{Speed-accident relationships on European roads}},
    year = {1998},
    booktitle = {9th International Conference on Road Safety in Europe},
    author = {Baruya, A},
    pages = {1--19}
}

@article{doi:10.3141/2102-12,
    title = {{Statistical versus Simulation Models in Safety: Steps Toward a Synthesis Using Median-Crossing Crashes}},
    year = {2009},
    journal = {Transportation Research Record},
    author = {Davis, Gary A and Morris, Paul},
    number = {1},
    pages = {93--100},
    volume = {2102},
    url = {https://doi.org/10.3141/2102-12},
    doi = {10.3141/2102-12}
}

@inproceedings{sumo,
    title = {{SUMO {\{}--{\}} Simulation of Urban MObility: An Overview}},
    year = {2011},
    booktitle = {Proceedings of SIMUL 2011, The Third International Conference on Advances in System Simulation},
    author = {Behrisch, Michael and Bieker, Laura and Erdmann, Jakob and Krajzewicz, Daniel},
    editor = {of Oslo Aida Omerovic, SINTEF & University and Simoni, R T I International - Research Triangle Park Diglio A and Bobashev, R T I International - Research Triangle Park Georgiy},
    month = {10},
    publisher = {ThinkMind},
    url = {https://elib.dlr.de/71460/},
    keywords = {microscopic traffic simulation, open source, software}
}

@article{baker2000criminal,
    title = {{The criminal range of small town burglars}},
    year = {2000},
    journal = {Profiling property crimes},
    author = {Baker, M},
    publisher = {Ashgate}
}

@article{tunnell2002impulsiveness,
    title = {{The impulsiveness and routinization of decision-making}},
    year = {2002},
    journal = {Rational choice and criminal behavior: Recent research and future challenges},
    author = {Tunnell, Kenneth D},
    pages = {265--278},
    publisher = {Routledge New York}
}

@article{forward2006intention,
    title = {{The intention to commit driving violations--A qualitative study}},
    year = {2006},
    journal = {Transportation Research Part F: Traffic Psychology and Behaviour},
    author = {Forward, Sonja E},
    number = {6},
    pages = {412--426},
    volume = {9},
    publisher = {Elsevier}
}

@article{MCLANE20111544,
    title = {{The role of agent-based models in wildlife ecology and management}},
    year = {2011},
    journal = {Ecological Modelling},
    author = {McLane, Adam J and Semeniuk, Christina and McDermid, Gregory J and Marceau, Danielle J},
    number = {8},
    pages = {1544--1556},
    volume = {222},
    url = {https://www.sciencedirect.com/science/article/abs/pii/S0304380011000524},
    doi = {https://doi.org/10.1016/j.ecolmodel.2011.01.020},
    issn = {0304-3800}
}

@inproceedings{fleiter2005speed,
    title = {{The speed paradox: the misalignment between driver attitudes and speeding behaviour}},
    year = {2005},
    booktitle = {2005 Australasian Road Safety Research, Policing {\&} Education Conference},
    author = {Fleiter, Judy and Watson, Barry},
    pages = {187--192},
    organization = {Australasian Road Safety Research, Policing {\&} Education}
}

@article{article,
    title = {{The Threa t of Crime Displacement}},
    year = {1993},
    journal = {Problem Solving Quarterly},
    author = {Eck, John},
    volume = {6}
}

@article{o2004too,
    title = {{Too much of the wrong kind of data: Implications for the practice of micro-scale spatial modeling}},
    year = {2004},
    journal = {Spatially integrated social science},
    author = {O'Sullivan, David},
    pages = {95--108},
    publisher = {Oxford University Press Oxford}
}

@inproceedings{congestion_video,
    title = {{Traffic congestion analysis: A new Perspective}},
    year = {2017},
    booktitle = {2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
    author = {Wan, J and Yuan, Y and Wang, Q},
    pages = {1398--1402},
    doi = {10.1109/ICASSP.2017.7952386}
}

@incollection{casas2010traffic,
    title = {{Traffic simulation with aimsun}},
    year = {2010},
    booktitle = {Fundamentals of traffic simulation},
    author = {Casas, Jordi and Ferrer, Jaime L and Garcia, David and Perarnau, Josep and Torday, Alex},
    pages = {173--232},
    publisher = {Springer}
}

@article{geelsTypologySociotechnicalTransition2007,
    title = {{Typology of Sociotechnical Transition Pathways}},
    year = {2007},
    journal = {Research Policy},
    author = {Geels, Frank W and Schot, Johan},
    number = {3},
    month = {4},
    pages = {399--417},
    volume = {36},
    doi = {10.1016/j.respol.2007.01.003},
    issn = {0048-7333},
    keywords = {Multi-level perspective, Sociotechnical regime, Transition pathways}
}

@misc{UKGov-Netzero-Strategy,
    title = {{UK's path to net zero set out in landmark strategy - GOV.UK}},
    year = {2021},
    author = {Government, UK},
    url = {https://www.gov.uk/government/news/uks-path-to-net-zero-set-out-in-landmark-strategy}
}

@misc{PetrolCost,
    title = {{United Kingdom gasoline prices, 25-Oct-2021 | GlobalPetrolPrices.com}},
    url = {https://www.globalpetrolprices.com/United-Kingdom/gasoline_prices/}
}

@book{1912vamu.book.....G,
    title = {{Variabilit{\`{a}} e mutabilit{\`{a}}}},
    year = {1912},
    author = {Gini, C}
}

@inproceedings{5355052,
    title = {{Vehicle traffic congestion management in vehicular ad-hoc networks}},
    year = {2009},
    booktitle = {2009 IEEE 34th Conference on Local Computer Networks},
    author = {Mohandas, B K and Liscano, R and Yang, O W W},
    month = {10},
    pages = {655--660},
    doi = {10.1109/LCN.2009.5355052},
    issn = {0742-1303},
    keywords = {ad hoc networks;mobility management (mobile radio)}
}

@article{ambuhlWhatSpaceSimulation2016,
    title = {{What about Space?: {\{}{\{}A{\}}{\}} Simulation Based Assessment of {\{}{\{}AVs{\}}{\}} Impact on Road Space in Urban Areas}},
    shorttitle = {What about Space?},
    year = {2016},
    author = {Amb{\"{u}}hl, Lukas and Menendez, Monica and Ciari, Francesco},
    pages = {11 p.},
    doi = {10.3929/ethz-b-000117005}
}

@inproceedings{mckenna2005drivers,
    title = {{Why do drivers break the speed limit}},
    year = {2005},
    booktitle = {Behavioral Research in Road Safety 2005: Fifteenth Seminar},
    author = {McKenna, F P},
    pages = {94--103}
}

@book{peden2004world,
    title = {{World report on road traffic injury prevention}},
    year = {2004},
    author = {Peden, Margie and Scurfield, Richard and Sleet, David and Hyder, Adnan A and Mathers, C and Jarawan, Eva and Hyder, A A and Mohan, D and Jarawan, E},
    publisher = {World Health Organization}
}

@misc{SourcesEPA,
    title = {{Sources of Greenhouse Gas Emissions | US EPA}},
    url = {https://www.epa.gov/ghgemissions/sources-greenhouse-gas-emissions}
}

@article{OSullivan2006SpaceScience,
    title = {{Space, Place, and Complexity Science}},
    year = {2006},
    journal = {Environment and Planning A},
    author = {O'Sullivan, David and Manson, Steven M and Messina, Joseph P and Crawford, Thomas W},
    doi = {10.1068/a3812},
    issn = {0308-518X}
}

@article{Johnson2007Space-timeVictimization,
    title = {{Space-time patterns of risk: A cross national assessment of residential burglary victimization}},
    year = {2007},
    journal = {Journal of Quantitative Criminology},
    author = {Johnson, Shane D. and Bernasco, Wim and Bowers, Kate J. and Elffers, Henk and Ratcliffe, Jerry and Rengert, George and Townsley, Michael},
    doi = {10.1007/s10940-007-9025-3},
    issn = {07484518},
    keywords = {Burglary risk, Cross national comparison, Monte-Carlo simulation, Space-time clustering}
}

@article{Filatova2013SpatialProspects,
    title = {{Spatial agent-based models for socio-ecological systems: Challenges and prospects}},
    year = {2013},
    journal = {Environmental Modelling and Software},
    author = {Filatova, Tatiana and Verburg, Peter H. and Parker, Dawn Cassandra and Stannard, Carol Ann},
    doi = {10.1016/j.envsoft.2013.03.017},
    issn = {13648152},
    keywords = {Agent-based model, Human-environment system, Multi-agent system, Review, Socio-ecological system}
}

@article{Xia2011SpatialProcesses,
    title = {{Spatial and temporal modelling of tourist movements using Semi-Markov processes}},
    year = {2011},
    journal = {Tourism Management},
    author = {Xia, Jianhong and Zeephongsekul, Panlop and Packer, David},
    number = {4},
    pages = {844--851},
    volume = {32},
    publisher = {Elsevier Ltd},
    doi = {10.1016/j.tourman.2010.07.009},
    issn = {02615177},
    keywords = {Semi-Markov process, Spatial and temporal modelling, Tourist movement}
}

@incollection{Weisburd2013SpatialCorner,
    title = {{Spatial displacement and diffusion of crime control benefits revisited: New evidence on why crime doesn’t just move around the corner}},
    year = {2013},
    booktitle = {The Reasoning Criminologist: Essays in Honour of Ronald V. Clarke},
    author = {Weisburd, David and Telep, Cody W.},
    isbn = {9780203154403},
    doi = {10.4324/9780203154403}
}

@techreport{Fildes1991SpeedSpeeding,
    title = {{Speed Behaviour and Drivers' Attitudes to Speeding}},
    year = {1991},
    author = {Fildes, B and G., Rumbold and A., Leening}
}

@misc{SpeedGOV.UK,
    title = {{Speed limits - GOV.UK}},
    url = {https://www.gov.uk/speed-limits}
}

@article{GroffElizabethR.2018StateOverview,
    title = {{State of the Art in Agent-Based Modeling of Urban Crime: An Overview}},
    year = {2018},
    journal = {Journal of Quantitative Criminology},
    author = {{Groff Elizabeth R.} and Johnson, Shane D. and {Thornton Amy}},
    month = {2},
    url = {https://doi.org/10.1007/s10940-018-9376-y}
}

@article{Groff2019StateOverview,
    title = {{State of the Art in Agent-Based Modeling of Urban Crime: An Overview}},
    year = {2019},
    journal = {Journal of Quantitative Criminology},
    author = {Groff, Elizabeth R. and Johnson, Shane D. and Thornton, Amy},
    doi = {10.1007/s10940-018-9376-y},
    issn = {07484518},
    keywords = {Agent-based modeling, Model documentation, Strengthening criminological theory, Urban crime}
}

@article{Gudgeon1994StatisticalPsychology.,
    title = {{Statistical Methods for Psychology.}},
    year = {1994},
    journal = {The Statistician},
    author = {Gudgeon, Andrew C. and Howell, David C.},
    doi = {10.2307/2348956},
    issn = {00390526}
}

@article{FLACHE2016StochasticCooperation,
    title = {{Stochastic Collusion and the Power Law of Learning: A General Reinforcement Learning Model of Cooperation}},
    year = {2016},
    journal = {http://dx.doi.org/10.1177/002200202236167},
    author = {FLACHE, ANDREAS and MACY, MICHAEL W.},
    number = {5},
    month = {7},
    pages = {629--653},
    volume = {46},
    publisher = {Sage PublicationsThousand Oaks},
    url = {https://journals.sagepub.com/doi/10.1177/002200202236167},
    doi = {10.1177/002200202236167}
}

@article{Birks2017STREETHYPOTHESES,
    title = {{STREET NETWORK STRUCTURE AND CRIME RISK: AN AGENT-BASED INVESTIGATION OF THE ENCOUNTER AND ENCLOSURE HYPOTHESES}},
    year = {2017},
    journal = {Criminology},
    author = {Birks, Daniel and Davies, Toby},
    doi = {10.1111/1745-9125.12163},
    issn = {17459125},
    keywords = {agent-based modeling, encounter/enclosure, guardianship, residential burglary, street networks}
}

@inproceedings{Urquhart2001Street-basedAlgorithm,
    title = {{Street-based routing using an evolutionary algorithm}},
    year = {2001},
    booktitle = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
    author = {Urquhart, Neil and Paechter, Ben and Chisholm, Kenneth},
    isbn = {3540419209},
    doi = {10.1007/3-540-45365-2{\_}51},
    issn = {16113349}
}

@article{Johnson2014StrengtheningModeling.,
    title = {{Strengthening Theoretical Testing in Criminology Using Agent-based Modeling.}},
    year = {2014},
    journal = {The Journal of research in crime and delinquency},
    author = {Johnson, Shane D and Groff, Elizabeth R},
    number = {4},
    month = {7},
    pages = {509--525},
    volume = {51},
    publisher = {SAGE PublicationsSage CA: Los Angeles, CA},
    url = {http://www.ncbi.nlm.nih.gov/pubmed/25419001 http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=PMC4230953},
    doi = {10.1177/0022427814531490},
    issn = {0022-4278},
    pmid = {25419001},
    keywords = {agent-based models, empirical methods, theory testing}
}

@article{McNamara1989SubjectiveMemory,
    title = {{Subjective Hierarchies in Spatial Memory}},
    year = {1989},
    journal = {Journal of Experimental Psychology: Learning, Memory, and Cognition},
    author = {McNamara, Timothy P. and Hardy, James K. and Hirtle, Stephen C.},
    doi = {10.1037/0278-7393.15.2.211},
    issn = {02787393}
}

@article{Lysenko2007SugarscapeRates,
    title = {{Sugarscape on Steroids : Simulating over a Million Agents at Interactive Rates}},
    year = {2007},
    journal = {Proceedings of Agent2007 conference},
    author = {Lysenko, M and Rahmani, K},
    keywords = {abm simulation toolkit, gpgpu, parallel computing}
}

@article{Ma2014SynthesisingBeijing,
    title = {{Synthesising carbon emission for mega-cities: A static spatial microsimulation of transport CO 2 from urban travel in Beijing}},
    year = {2014},
    journal = {Computers, Environment and Urban Systems},
    author = {Ma, Jing and Heppenstall, Alison and Harland, Kirk and Mitchell, Gordon},
    doi = {10.1016/j.compenvurbsys.2014.02.006},
    issn = {01989715},
    keywords = {Beijing, Simulated annealing, Spatial microsimulation, Travel behaviour}
}

@incollection{Brown2012TTest,
    title = {{T Test}},
    year = {2012},
    booktitle = {Experimental Design and Analysis},
    author = {Brown, Steven and Melamed, Lawrence},
    doi = {10.4135/9781412984218.n3}
}

@article{Baudains2013TargetRiots,
    title = {{Target choice during extreme events: A discrete spatial choice model of the 2011 london riots}},
    year = {2013},
    journal = {Criminology},
    author = {Baudains, Peter and Braithwaite, Alex and Johnson, Shane D.},
    doi = {10.1111/1745-9125.12004},
    issn = {00111384},
    keywords = {Discrete choice, Random utility model, Riots, Spatial decision making}
}

@article{Watkins1992TechnicalQ-Learning,
    title = {{Technical Note: Q-Learning}},
    year = {1992},
    journal = {Machine Learning},
    author = {Watkins, Christopher J.C.H. and Dayan, Peter},
    doi = {10.1023/A:1022676722315},
    issn = {15730565},
    keywords = {(Formula presented.)-learning, asynchronous dynamic programming, reinforcement learning, temporal differences}
}

@article{Grimm1999TenFuture,
    title = {{Ten years of individual-based modelling in ecology: What have we learned and what could we learn in the future?}},
    year = {1999},
    journal = {Ecological Modelling},
    author = {Grimm, Volker},
    number = {2-3},
    month = {2},
    pages = {129--148},
    volume = {115},
    publisher = {Elsevier},
    doi = {10.1016/S0304-3800(98)00188-4},
    issn = {03043800},
    keywords = {Concepts, Ecological modelling, Individual-based modelling, Review, Stability properties, Theoretical ecology}
}

@article{Abadi2016TensorFlow:Systems,
    title = {{TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems}},
    year = {2016},
    journal = {Proceedings of the 17th International Conference on Autonomous Agents and Multiagent Systems – AAMAS 2018},
    author = {Abadi, Martín and Agarwal, Ashish and Barham, Paul and Brevdo, Eugene and Chen, Zhifeng and Citro, Craig and Corrado, Greg S. and Davis, Andy and Dean, Jeffrey and Devin, Matthieu and Ghemawat, Sanjay and Goodfellow, Ian and Harp, Andrew and Irving, Geoffrey and Isard, Michael and Jia, Yangqing and Jozefowicz, Rafal and Kaiser, Lukasz and Kudlur, Manjunath and Levenberg, Josh and Mane, Dan and Monga, Rajat and Moore, Sherry and Murray, Derek and Olah, Chris and Schuster, Mike and Shlens, Jonathon and Steiner, Benoit and Sutskever, Ilya and Talwar, Kunal and Tucker, Paul and Vanhoucke, Vincent and Vasudevan, Vijay and Viegas, Fernanda and Vinyals, Oriol and Warden, Pete and Wattenberg, Martin and Wicke, Martin and Yu, Yuan and Zheng, Xiaoqiang},
    url = {http://arxiv.org/abs/1603.04467},
    arxivId = {1603.04467},
    keywords = {agent-based modeling, machine learning, real-time feedback, urban decision-making}
}

@article{Oshea2020TestingModel,
    title = {{Testing the impact of direct and indirect flood warnings on population behaviour using an agent-based model}},
    year = {2020},
    journal = {Natural Hazards and Earth System Sciences},
    author = {O'shea, Thomas and Bates, Paul and Neal, Jeffrey},
    number = {8},
    month = {8},
    pages = {2281--2305},
    volume = {20},
    publisher = {Copernicus GmbH},
    doi = {10.5194/NHESS-20-2281-2020},
    issn = {16849981}
}

@book{Blackburn1936TheCurves,
    title = {{The acquisition of skill: An analysis of learning curves}},
    year = {1936},
    author = {Blackburn, Julian Murray},
    publisher = {HM Stationery Office}
}

@article{Maes2007TheANA,
    title = {{The agent network architecture (ANA)}},
    year = {2007},
    journal = {ACM SIGART Bulletin},
    author = {Maes, Pattie},
    doi = {10.1145/122344.122367},
    issn = {01635719}
}

@inproceedings{Elliot2016TheFramework,
    title = {{The Anonymisation Decision-Making Framework}},
    year = {2016},
    booktitle = {Brussels Privacy Symposium},
    author = {Elliot, Mark and Mackey, Elaine and O'Hara, Kieron and Tudor, Caroline},
    isbn = {9788578110796},
    doi = {10.1017/CBO9781107415324.004},
    issn = {1098-6596},
    pmid = {25246403},
    arxivId = {1011.1669v3},
    keywords = {UKAN, icle}
}

@inproceedings{Georgeff1999TheAgency,
    title = {{The belief-desire-intention model of agency}},
    year = {1999},
    booktitle = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
    author = {Georgeff, Michael and Pell, Barney and Pollack, Martha and Tambe, Milind and Wooldridge, Michael},
    pages = {1--10},
    volume = {1555},
    publisher = {Springer Verlag},
    isbn = {3540657134},
    doi = {10.1007/3-540-49057-4{\_}1},
    issn = {16113349}
}

@misc{ThePoint,
    title = {{The Benefits of Electric Cars | Pod Point}},
    url = {https://pod-point.com/guides/driver/benefits-of-electric-cars}
}

@article{Fletcher2012TheProgramme,
    title = {{The British government's troubled families programme}},
    year = {2012},
    journal = {BMJ (Online)},
    author = {Fletcher, Adam and Gardner, Frances and McKee, Martin and Bonell, Chris},
    doi = {10.1136/bmj.e3403},
    issn = {17561833}
}

@article{Chekroun2002TheViolations,
    title = {{The bystander effect and social control behavior: The effect of the presence of others on people's reactions to norm violations}},
    year = {2002},
    journal = {European Journal of Social Psychology},
    author = {Chekroun, Peggy and Brauer, Markus},
    doi = {10.1002/ejsp.126},
    issn = {00462772}
}

@article{Plauger2002TheLanguage,
    title = {{The C/C++ programming language}},
    year = {2002},
    journal = {C/C++ Users Journal},
    author = {Plauger, P. J.},
    issn = {10752838}
}

@article{Colby1989TheEmotions.,
    title = {{The Cognitive Structure of Emotions.}},
    year = {1989},
    journal = {Contemporary Sociology},
    author = {Colby, B. N. and Ortony, Andrew and Clore, Gerald L. and Collins, Allan},
    doi = {10.2307/2074241},
    issn = {00943061}
}

@article{Sierzchula2012TheModels,
    title = {{The competitive environment of electric vehicles: An analysis of prototype and production models}},
    year = {2012},
    journal = {Environmental Innovation and Societal Transitions},
    author = {Sierzchula, William and Bakker, Sjoerd and Maat, Kees and Van Wee, Bert},
    pages = {49--65},
    volume = {2},
    publisher = {Elsevier B.V.},
    doi = {10.1016/j.eist.2012.01.004},
    issn = {22104224},
    keywords = {Eco-innovation, Electric vehicle, Prototype analysis}
}

@article{Lee2015TheAnalysis,
    title = {{The complexities of agent-based modeling output analysis}},
    year = {2015},
    journal = {JASSS},
    author = {Lee, Ju Sung and Filatova, Tatiana and Ligmann-Zielinska, Arika and Hassani-Mahmooei, Behrooz and Stonedahl, Forrest and Lorscheid, Iris and Voinov, Alexey and Polhill, Gary and Sun, Zhanli and Parker, Dawn C.},
    doi = {10.18564/jasss.2897},
    issn = {14607425},
    keywords = {Agent-based modeling, Methodologies, Sensitivity analysis, Spatio-temporal heterogeneity, Statistical test, Visualization}
}

@misc{DeWinter2010TheMeta-analysis,
    title = {{The driver behaviour questionnaire as a predictor of accidents: A meta-analysis}},
    year = {2010},
    booktitle = {Journal of Safety Research},
    author = {De Winter, J. C.F. and Dodou, D.},
    number = {6},
    month = {12},
    pages = {463--470},
    volume = {41},
    publisher = {Elsevier Ltd},
    doi = {10.1016/j.jsr.2010.10.007},
    issn = {00224375},
    pmid = {21134510},
    keywords = {Driver Behaviour Questionnaire, Errors, Self-reported accidents, Violations}
}

@misc{Farmer2009TheModelling,
    title = {{The economy needs agent-based modelling}},
    year = {2009},
    booktitle = {Nature},
    author = {Farmer, J. Doyne and Foley, Duncan},
    doi = {10.1038/460685a},
    issn = {00280836}
}

@misc{Farmer2009TheModellingb,
    title = {{The economy needs agent-based modelling}},
    year = {2009},
    booktitle = {Nature},
    author = {Farmer, J. Doyne and Foley, Duncan},
    doi = {10.1038/460685a},
    issn = {00280836}
}

@article{Dustmann2016TheHealth,
    title = {{The Effect of Local Area Crime on Mental Health}},
    year = {2016},
    journal = {Economic Journal},
    author = {Dustmann, Christian and Fasani, Francesco},
    doi = {10.1111/ecoj.12205},
    issn = {14680297}
}

@techreport{Pere2017TheBusiness,
    title = {{The effect of pedestrianisation and bicycles on local business}},
    year = {2017},
    author = {Pere, Pärtel-Peeter},
    pages = {27},
    url = {https://futureplaceleadership.com/wp-content/uploads/2017/05/Tallinn-High-Street-Case-studies-Future-Place-Leadership.pdf},
    institution = {futureplaceleadership}
}

@article{Zschache2017TheLearning,
    title = {{The Explanation of Social Conventions by Melioration Learning}},
    year = {2017},
    journal = {2016:85:3},
    author = {Zschache, Johannes},
    number = {3},
    month = {6},
    volume = {20},
    publisher = {JASSS},
    url = {https://www.jasss.org/20/3/1.html},
    doi = {10.18564/JASSS.3428},
    issn = {1460-7425},
    keywords = {Agent-Based Simulation, N-Way Coordination Game, Reinforcement Learning, Roth-Erev Model}
}

@article{Quimby1999TheSpeed,
    title = {{The factors that influence a drivers choice of speed}},
    year = {1999},
    journal = {Journal of Safety Research},
    author = {Quimby, Allan and Maycock, G and Palmer, C and Buttress, S},
    keywords = {accident, accident rate, behaviour, conference, driver, driving (veh), interview, measurement, safety, selection, speed}
}

@misc{TheRules,
    title = {{The Highway Code, road safety and vehicle rules}},
    url = {https://www.gov.uk/browse/driving/highway-code-road-safety}
}

@book{Chaiken1974TheSystem,
    title = {{The impact of police activity on crime: Robberies on the New York City subway system}},
    year = {1974},
    author = {Chaiken, JM and Lawless, MW and Stevenson, KA},
    url = {https://www.ojp.gov/ncjrs/virtual-library/abstracts/impact-police-activity-crime-robberies-new-york-city-subway-system}
}

@article{Holmberg2019TheCars,
    title = {{The impact of tribology on energy use and CO2 emission globally and in combustion engine and electric cars}},
    year = {2019},
    journal = {Tribology International},
    author = {Holmberg, Kenneth and Erdemir, Ali},
    month = {7},
    pages = {389--396},
    volume = {135},
    publisher = {Elsevier Ltd},
    doi = {10.1016/j.triboint.2019.03.024},
    issn = {0301679X},
    keywords = {Electric car, Energy, Friction, Impact}
}

@article{Sun2007TheCLARION,
    title = {{The importance of cognitive architectures: An analysis based on CLARION}},
    year = {2007},
    journal = {Journal of Experimental and Theoretical Artificial Intelligence},
    author = {Sun, Ron},
    doi = {10.1080/09528130701191560},
    issn = {0952813X},
    keywords = {Cognition, Cognitive architecture, Modelling}
}

@article{Sun2007TheCLARIONb,
    title = {{The importance of cognitive architectures: An analysis based on CLARION}},
    year = {2007},
    journal = {Journal of Experimental and Theoretical Artificial Intelligence},
    author = {Sun, Ron},
    doi = {10.1080/09528130701191560},
    issn = {0952813X},
    keywords = {Cognition, Cognitive architecture, Modelling}
}

@article{Sun2007TheCLARIONc,
    title = {{The importance of cognitive architectures: An analysis based on CLARION}},
    year = {2007},
    journal = {Journal of Experimental and Theoretical Artificial Intelligence},
    author = {Sun, Ron},
    doi = {10.1080/09528130701191560},
    issn = {0952813X},
    keywords = {Cognition, Cognitive architecture, Modelling}
}

@incollection{Crooks2012TheSimulation,
    title = {{The integration of agent-based modelling and geographical information for geospatial simulation}},
    year = {2012},
    booktitle = {Agent-Based Models of Geographical Systems},
    author = {Crooks, Andrew T. and Castle, Christian J.E.},
    isbn = {9789048189274},
    doi = {10.1007/978-90-481-8927-4{\_}12}
}

@book{Rengert2002TheCrime,
    title = {{The journey to crime}},
    year = {2002},
    author = {Rengert, GF},
    url = {https://books.google.com/books?hl=en&lr=&id=vayJAgAAQBAJ&oi=fnd&pg=PA109&dq=journey+to+crime&ots=7GnvZxNImZ&sig=wfsYsbLkeLh4_YB6Bzudycop4Tk}
}

@article{LeBeau1987TheVictim.,
    title = {{The journey to rape: Geographic distance and the rapist's method of approaching the victim.}},
    year = {1987},
    journal = {Journal of Police Science {\&} Administration},
    author = {LeBeau, James L},
    number = {2},
    pages = {129--136},
    volume = {15},
    publisher = {Int'l Assn of Chiefs of Police, Inc.},
    address = {US},
    issn = {0090-9084(Print)},
    keywords = {*Perpetrators, Rape}
}

@article{Thorndike1927TheEffect,
    title = {{The Law of Effect}},
    year = {1927},
    journal = {The American Journal of Psychology},
    author = {Thorndike, Edward L.},
    number = {1/4},
    month = {12},
    pages = {212},
    volume = {39},
    publisher = {JSTOR},
    doi = {10.2307/1415413}
}

@article{Thorndike1927TheEffectb,
    title = {{The Law of Effect}},
    year = {1927},
    journal = {The American Journal of Psychology},
    author = {Thorndike, Edward L.},
    number = {1/4},
    month = {12},
    pages = {212},
    volume = {39},
    publisher = {JSTOR},
    doi = {10.2307/1415413},
    issn = {00029556}
}

@article{Cervantes1972TheMethod,
    title = {{The Monte Carlo Method}},
    year = {1972},
    journal = {Mathematics in Science and Engineering},
    author = {Cervantes, M.},
    doi = {10.1016/S0076-5392(08)61352-1},
    issn = {00765392}
}

@incollection{Townsley2008TheSimulation,
    title = {{The need for systematic replication and tests of validity in simulation}},
    year = {2008},
    booktitle = {Artificial Crime Analysis Systems: Using Computer Simulations and Geographic Information Systems},
    author = {Townsley, Michael and Johnson, Shane},
    isbn = {9781599045917},
    doi = {10.4018/978-1-59904-591-7.ch001}
}

@article{Porta2006TheApproach,
    title = {{The network analysis of urban streets: A dual approach}},
    year = {2006},
    journal = {Physica A: Statistical Mechanics and its Applications},
    author = {Porta, Sergio and Crucitti, Paolo and Latora, Vito},
    doi = {10.1016/j.physa.2005.12.063},
    issn = {03784371},
    keywords = {Scale-free networks, Structure of complex networks}
}

@book{Batty2013TheCities,
    title = {{The new science of cities}},
    year = {2013},
    author = {Batty, Michael},
    publisher = {MIT press}
}

@misc{Brooks2018TheLimit,
    title = {{The Observer view on stretching police resources to the limit}},
    year = {2018},
    booktitle = {The Guardian},
    author = {Brooks, Libby},
    month = {12}
}

@article{Grimm2010TheUpdate,
    title = {{The ODD protocol: A review and first update}},
    year = {2010},
    journal = {Ecological Modelling},
    author = {Grimm, Volker and Berger, Uta and DeAngelis, Donald L. and Polhill, J. Gary and Giske, Jarl and Railsback, Steven F.},
    doi = {10.1016/j.ecolmodel.2010.08.019},
    issn = {03043800},
    keywords = {Model description, Model formulation, Model replication, Scientific communication, Standardization}
}

@article{Thompson2020TheConflict,
    title = {{The perils of perfect performance; considering the effects of introducing autonomous vehicles on rates of car vs cyclist conflict}},
    year = {2020},
    journal = {https://doi.org/10.1080/00140139.2020.1739326},
    author = {Thompson, Jason and Read, Gemma J.M. and Wijnands, Jasper S. and Salmon, Paul M.},
    number = {8},
    month = {8},
    pages = {981--996},
    volume = {63},
    publisher = {Taylor {\&} Francis},
    url = {https://www.tandfonline.com/doi/abs/10.1080/00140139.2020.1739326},
    doi = {10.1080/00140139.2020.1739326},
    issn = {13665847},
    pmid = {32138601},
    keywords = {Cycling, agent-based modelling, autonomous vehicles, health, overview, design con-cepts and details, safety, traffic}
}

@book{Cornish2017TheOffending,
    title = {{The reasoning criminal: Rational choice perspectives on offending}},
    year = {2017},
    booktitle = {The Reasoning Criminal: Rational Choice Perspectives on Offending},
    author = {Cornish, Derek B. and Clarke, Ronald V.},
    isbn = {9781351475457},
    doi = {10.4324/9781315134482}
}

@book{Wooldridge2020TheMachines,
    title = {{The road to Conscious Machines}},
    year = {2020},
    author = {Wooldridge, Michael},
    edition = {first},
    pages = {395},
    publisher = {Pelican Books},
    isbn = {978-0-241-39674-2}
}

@article{Simmonds2020TheReview,
    title = {{The role of agent-based modeling and multi-agent systems in flood-based hydrological problems: a brief review}},
    year = {2020},
    author = {Simmonds, Jose and G{\'{o}}mez, Juan A and Ledezma, Agapito},
    url = {http://iwaponline.com/jwcc/article-pdf/11/4/1580/830082/jwc0111580.pdf},
    doi = {10.2166/wcc.2019.108},
    keywords = {autonomous, flood forecasting, hydrological related problems, intelligent, multi-agent system, | agent-based modeling}
}

@article{Hatna2012ThePatterns,
    title = {{The schelling model of ethnic residential dynamics: Beyond the integrated - segregated dichotomy of patterns}},
    year = {2012},
    journal = {JASSS},
    author = {Hatna, Erez and Benenson, Itzhak},
    doi = {10.18564/jasss.1873},
    issn = {14607425},
    keywords = {Ethnic segregation, Minority-Majority Relations, Schelling model}
}

@inproceedings{Morley2004TheFramework,
    title = {{The SPARK agent framework}},
    year = {2004},
    booktitle = {Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004},
    author = {Morley, David and Myers, Karen},
    isbn = {1581138644}
}

@article{Dillon2013TheParticipation,
    title = {{The tottenham riots: The big society and the recurring neglect of community participation}},
    year = {2013},
    journal = {Community Development Journal},
    author = {Dillon, Denis and Fanning, Bryan},
    doi = {10.1093/cdj/bss056},
    issn = {00103802}
}

@incollection{Crossley2017TheProgramme:,
    title = {{The Troubled Families Programme:}},
    year = {2017},
    booktitle = {Social policy review 28},
    author = {Crossley, Stephen},
    doi = {10.2307/j.ctt1t89drw.12}
}

@incollection{Crossley2017TheProgramme:b,
    title = {{The Troubled Families Programme:}},
    year = {2017},
    booktitle = {Social policy review 28},
    author = {Crossley, Stephen},
    doi = {10.2307/j.ctt1t89drw.12}
}

@article{Crossley2015ThePolicy,
    title = {{The Troubled Families Programme: the perfect social policy?}},
    year = {2015},
    journal = {The Centre for Crime and Justice Studies},
    author = {Crossley, Stephen}
}

@article{Termansen2006TheDistributions,
    title = {{The use of genetic algorithms and Bayesian classification to model species distributions}},
    year = {2006},
    journal = {Ecological Modelling},
    author = {Termansen, Mette and McClean, Colin J. and Preston, Christopher D.},
    doi = {10.1016/j.ecolmodel.2005.07.009},
    issn = {03043800},
    keywords = {Bioclimatic modelling, Ecological thresholds, Land use effects, Niche models, Species distributions modelling}
}

@article{DNN1997TheSystems,
    title = {{The Web of Life: A New Scientific Understanding of Living Systems}},
    year = {1997},
    journal = {Colonial Waterbirds},
    author = {{DNN} and Capra, F.},
    isbn = {0385476760},
    doi = {10.2307/1521798},
    issn = {07386028},
    pmid = {3523783}
}

@article{HillTheSustainability,
    title = {{The wicked issues: Displacement and sustainability}},
    journal = {books.google.com},
    author = {Hill, I and Crime, K Pease - Secure Foundations: Key Issues in and 2001, undefined},
    url = {https://books.google.com/books?hl=en&lr=&id=Q9YthyFK5VAC&oi=fnd&pg=PA131&dq=The+wicked+issues:+Displacement+and+sustainability.&ots=mKIksdlsFr&sig=q1AOYF9R1e5QkkemRYcIzHZYkZ4}
}

@misc{Groeneveld2017TheoreticalReview,
    title = {{Theoretical foundations of human decision-making in agent-based land use models – A review}},
    year = {2017},
    booktitle = {Environmental Modelling and Software},
    author = {Groeneveld, J. and M{\"{u}}ller, B. and Buchmann, C. M. and Dressler, G. and Guo, C. and Hase, N. and Hoffmann, F. and John, F. and Klassert, C. and Lauf, T. and Liebelt, V. and Nolzen, H. and Pannicke, N. and Schulze, J. and Weise, H. and Schwarz, N.},
    doi = {10.1016/j.envsoft.2016.10.008},
    issn = {13648152},
    keywords = {Adaptation, Heterogeneity, Human behaviour, Learning, Multi-agent systems, ODD+D, Uncertainty}
}

@misc{Groeneveld2017TheoreticalReviewb,
    title = {{Theoretical foundations of human decision-making in agent-based land use models – A review}},
    year = {2017},
    booktitle = {Environmental Modelling and Software},
    author = {Groeneveld, J. and M{\"{u}}ller, B. and Buchmann, C. M. and Dressler, G. and Guo, C. and Hase, N. and Hoffmann, F. and John, F. and Klassert, C. and Lauf, T. and Liebelt, V. and Nolzen, H. and Pannicke, N. and Schulze, J. and Weise, H. and Schwarz, N.},
    doi = {10.1016/j.envsoft.2016.10.008},
    issn = {13648152},
    keywords = {Adaptation, Heterogeneity, Human behaviour, Learning, Multi-agent systems, ODD+D, Uncertainty}
}

@incollection{Leslie2001TheoryMind,
    title = {{Theory of Mind}},
    year = {2001},
    booktitle = {International Encyclopedia of the Social {\&} Behavioral Sciences},
    author = {Leslie, A.M.},
    doi = {10.1016/b0-08-043076-7/01640-5}
}

@article{Miller2004ToblersAnalysis,
    title = {{Tobler's first law and spatial analysis}},
    year = {2004},
    journal = {Annals of the Association of American Geographers},
    author = {Miller, Harvey J.},
    number = {2},
    month = {6},
    pages = {284--289},
    volume = {94},
    doi = {10.1111/J.1467-8306.2004.09402005.X},
    issn = {00045608}
}

@article{Hagman2016TotalDiffusion,
    title = {{Total cost of ownership and its potential implications for battery electric vehicle diffusion}},
    year = {2016},
    journal = {Research in Transportation Business {\&} Management},
    author = {Hagman, Jens and Ritz{\'{e}}n, Sofia and Stier, Jenny Janhager and Susilo, Yusak},
    pages = {11--17},
    volume = {18},
    url = {https://www.sciencedirect.com/science/article/pii/S2210539516000043},
    doi = {https://doi.org/10.1016/j.rtbm.2016.01.003},
    issn = {2210-5395},
    keywords = {Battery electric vehicles, Diffusion of innovation, Sustainability, TCO, Total cost of ownership}
}

@article{Palmer2018TotalJapan,
    title = {{Total cost of ownership and market share for hybrid and electric vehicles in the UK, US and Japan}},
    year = {2018},
    journal = {Applied Energy},
    author = {Palmer, Kate and Tate, James E and Wadud, Zia and Nellthorp, John},
    pages = {108--119},
    volume = {209},
    url = {https://www.sciencedirect.com/science/article/pii/S030626191731526X},
    doi = {https://doi.org/10.1016/j.apenergy.2017.10.089},
    issn = {0306-2619},
    keywords = {Battery Electric Vehicle, Consumer demand, Hybrid Electric Vehicle, Technology adoption, Total Cost of Ownership}
}

@article{Bird1993TowardSystems,
    title = {{Toward a taxonomy of multi-agent systems}},
    year = {1993},
    journal = {International Journal of Man-Machine Studies},
    author = {Bird, Shawn D.},
    doi = {10.1006/imms.1993.1079},
    issn = {00207373}
}

@article{Grimm2014TowardsTRACE,
    title = {{Towards better modelling and decision support: Documenting model development, testing, and analysis using TRACE}},
    year = {2014},
    journal = {Ecological Modelling},
    author = {Grimm, Volker and Augusiak, Jacqueline and Focks, Andreas and Frank, Béatrice M. and Gabsi, Faten and Johnston, Alice S A and Liu, Chun and Martin, Benjamin T. and Meli, Mattia and Radchuk, Viktoriia and Thorbek, Pernille and Railsback, Steven F.},
    doi = {10.1016/j.ecolmodel.2014.01.018},
    issn = {03043800},
    keywords = {Decision support, Good modelling practice, Risk assessment, Standardization}
}

@inproceedings{Narasimhan2011TowardsAgents,
    title = {{Towards modelling spatial cognition for intelligent agents}},
    year = {2011},
    author = {Narasimhan, Kavin Preethi},
    doi = {10.1145/2074712.2074766}
}

@inproceedings{Hoffmann2018TowardsTechniques,
    title = {{Towards reducing complexity of multi-agent simulations by applying model-driven techniques}},
    year = {2018},
    booktitle = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
    author = {Hoffmann, Benjamin and Chalmers, Kevin and Urquhart, Neil and Farrenkopf, Thomas and Guckert, Michael},
    isbn = {9783319945798},
    doi = {10.1007/978-3-319-94580-4{\_}15},
    issn = {16113349},
    keywords = {Domain-Specific Language, Model-driven development, Traffic simulation}
}

@misc{TrackingIEA,
    title = {{Tracking Transport 2021 – Analysis - IEA}},
    url = {https://www.iea.org/reports/tracking-transport-2021}
}

@book{Kloeden2001TravellingRoads,
    title = {{Travelling speed and risk of crash involvement on rural roads}},
    year = {2001},
    author = {Kloeden, CN and Ponte, G and McLean, J},
    url = {https://digital.library.adelaide.edu.au/dspace/handle/2440/36453}
}

@article{Kloeden1997TravellingRoads,
    title = {{Travelling Speed and the Risk of Crash Involvement on Rural Roads}},
    year = {1997},
    journal = {Ponte},
    author = {Kloeden, C and Ponte, G and McLean, A},
    isbn = {0 642 25590 3},
    issn = {0810-770X}
}

@article{Chaib-draa2002TrendsLanguage,
    title = {{Trends in agent communication language}},
    year = {2002},
    journal = {Computational Intelligence},
    author = {Chaib-draa, B. and Dignum, F.},
    doi = {10.1111/1467-8640.00184},
    issn = {08247935},
    keywords = {Agent communication language, Conversations, FIPA-ACL, KQML, Semantics, Speech acts}
}

@article{Schulman2015TrustOptimization,
    title = {{Trust Region Policy Optimization}},
    year = {2015},
    journal = {32nd International Conference on Machine Learning, ICML 2015},
    author = {Schulman, John and Levine, Sergey and Moritz, Philipp and Jordan, Michael I. and Abbeel, Pieter},
    month = {2},
    pages = {1889--1897},
    volume = {3},
    publisher = {International Machine Learning Society (IMLS)},
    url = {http://arxiv.org/abs/1502.05477},
    arxivId = {1502.05477}
}

@incollection{Oladipupo2010TypesAlgorithms,
    title = {{Types of Machine Learning Algorithms}},
    year = {2010},
    booktitle = {New Advances in Machine Learning},
    author = {Oladipupo, Taiwo},
    doi = {10.5772/9385}
}

@misc{CarterU.K.WSP,
    title = {{U.K. Infrastructure: Can We Cope with Flooding? | WSP}},
    author = {Carter, Paul},
    url = {https://www.wsp.com/en-GB/insights/uk-infrastructure-can-we-cope-with-flooding}
}

@article{Tompson2014UKResearch,
    title = {{UK open source crime data: accuracy and possibilities for research}},
    year = {2014},
    journal = {http://dx.doi.org/10.1080/15230406.2014.972456},
    author = {Tompson, Lisa and Johnson, Shane and Ashby, Matthew and Perkins, Chloe and Edwards, Phillip},
    number = {2},
    month = {3},
    pages = {97--111},
    volume = {42},
    publisher = {Taylor {\&} Francis},
    url = {https://www.tandfonline.com/doi/abs/10.1080/15230406.2014.972456},
    doi = {10.1080/15230406.2014.972456},
    keywords = {geomasking, indices of similarity, open data, spatial accuracy, spatial crime analysis}
}

@article{Daw2005Uncertainty-basedControl,
    title = {{Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control}},
    year = {2005},
    journal = {Nature Neuroscience},
    author = {Daw, Nathaniel D. and Niv, Yael and Dayan, Peter},
    doi = {10.1038/nn1560},
    issn = {10976256}
}

@article{Cabrera-Arnau2020UncoveringAreas,
    title = {{Uncovering the behaviour of road accidents in urban areas}},
    year = {2020},
    journal = {Royal Society Open Science},
    author = {Cabrera-Arnau, C. and Curiel, R. Prieto and Bishop, S. R.},
    doi = {10.1098/rsos.191739},
    issn = {20545703},
    keywords = {Road accidents, Scaling, Urban systems}
}

@misc{UnderstandingDimensions,
    title = {{Understanding Car Size and Dimensions}},
    url = {https://www.nationwidevehiclecontracts.co.uk/guides/ask-nvc/understanding-car-size-and-dimensions}
}

@article{CORNISH1987UNDERSTANDINGTHEORY,
    title = {{UNDERSTANDING CRIME DISPLACEMENT: AN APPLICATION OF RATIONAL CHOICE THEORY}},
    year = {1987},
    journal = {Criminology},
    author = {CORNISH, DEREK B. and CLARKE, RONALD V.},
    doi = {10.1111/j.1745-9125.1987.tb00826.x},
    issn = {17459125}
}

@book{Newell1994UnifiedCognition,
    title = {{Unified theories of cognition}},
    year = {1994},
    author = {Newell, Allen},
    publisher = {Harvard University Press}
}

@misc{2020UnityEngine,
    title = {{Unity Game Engine}},
    year = {2020},
    url = {https://unity.com/}
}

@article{Juliani2018Unity:Agents,
    title = {{Unity: A general platform for intelligent agents}},
    year = {2018},
    journal = {arXiv preprint arXiv:1809.02627},
    author = {Juliani, Arthur and Berges, Vincent-Pierre and Vckay, Esh and Gao, Yuan and Henry, Hunter and Mattar, Marwan and Lange, Danny}
}

@misc{UpdateTransportation,
    title = {{Update on the global transition to electric vehicles through 2019 | International Council on Clean Transportation}},
    url = {https://theicct.org/publications/update-global-ev-transition-2019}
}

@misc{OrganizationUrbanHealth,
    title = {{Urban health}},
    booktitle = {https://www.who.int/health-topics/urban-health{\#}:{\~{}}:text=Over{\%}2055{\%}25{\%}20of{\%}20the{\%}20world's,increase{\%}20to{\%}2068{\%}25{\%}20by{\%}202050.},
    author = {Organization, World Health}
}

@inproceedings{NarasimhanUsingHouseholds,
    title = {{Using agent-based modelling to understand the spread of energy consuming social practices in households}},
    booktitle = {DEMAND Centre Conference},
    author = {Narasimhan, Kavin and Roberts, Thomas and Gilbert, Nigel},
    pages = {13--15}
}

@article{Malleson2013UsingRisk,
    title = {{Using an agent-based crime simulation to predict the effects of urban regeneration on individual household burglary risk}},
    year = {2013},
    journal = {Environment and Planning B: Planning and Design},
    author = {Malleson, Nick and Heppenstall, Alison and See, Linda and Evans, Andrew},
    doi = {10.1068/b38057},
    issn = {14723417},
    keywords = {Agent-based modelling, Burglary, Crime simulation, Offender behaviour}
}

@article{Heppenstall2006UsingMarkets,
    title = {{Using hybrid agent- based systems to model spatially- influenced retail markets}},
    year = {2006},
    journal = {JASSS},
    author = {Heppenstall, Alison and Evans, Andrew and Birkin, Mark},
    issn = {14607425},
    keywords = {Agents, Networks, Retail Markets, Spatial Interaction Model}
}

@misc{Wiegand2003UsingApplication,
    title = {{Using pattern-oriented modeling for revealing hidden information: A key for reconciling ecological theory and application}},
    year = {2003},
    booktitle = {Oikos},
    author = {Wiegand, Thorsten and Jeltsch, Florian and Hanski, Ilkka and Grimm, Volker},
    doi = {10.1034/j.1600-0706.2003.12027.x},
    issn = {00301299}
}

@inproceedings{Troitzsch2004ValidatingModels,
    title = {{Validating Simulation Models}},
    year = {2004},
    booktitle = {18th European Simulation Multiconference Graham Horton},
    author = {Troitzsch, Klaus G},
    keywords = {Multi-agent model, mathematical model, simulation model, stochastic model, validation}
}

@techreport{Balendra2020Vehicle2020,
    title = {{Vehicle Speed Compliance Statistics, Great Britain: January - June 2020}},
    year = {2020},
    author = {Balendra, Praekash},
    pages = {7},
    institution = {Department for Transport}
}

@book{Tedeschi1994ViolenceActions.,
    title = {{Violence, aggression, and coercive actions.}},
    year = {1994},
    booktitle = {Violence, aggression, and coercive actions.},
    author = {Tedeschi, James T and Felson, Richard B},
    pages = {xii, 463-xii, 463},
    publisher = {American Psychological Association},
    address = {Washington,  DC,  US},
    isbn = {1-55798-257-0 (Hardcover)},
    doi = {10.1037/10160-000},
    keywords = {*Aggressive Behavior, *Coercion, *Violence, Social Interaction}
}

@article{Andrey2003WeatherCities,
    title = {{Weather as a chronic hazard for road transportation in Canadian cities}},
    year = {2003},
    journal = {Natural Hazards},
    author = {Andrey, Jean and Mills, Brian and Leahy, Mike and Suggett, Jeff},
    doi = {10.1023/A:1022934225431},
    issn = {0921030X},
    keywords = {Accident characteristics, Canada, Motor vehicle collisions, Precipitation, Road-weather hazards, Transportation, Urban}
}

@inproceedings{Selten2001What,
    title = {{What Is Bounded Rationality ?}},
    year = {2001},
    booktitle = {Bounded rationality The adaptive toolbox},
    author = {Selten, Reinhard},
    number = {May},
    pages = {1--25},
    isbn = {9780262571647},
    pmid = {967885},
    keywords = {aspiration adaptation theory, bounded rationality, jel classification codes, learning}
}

@misc{Floridi2016WhatEthics,
    title = {{What is data ethics?}},
    year = {2016},
    booktitle = {Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences},
    author = {Floridi, Luciano and Taddeo, Mariarosaria},
    doi = {10.1098/rsta.2016.0360},
    issn = {1364503X},
    keywords = {Data ethics, Data science, Ethics of algorithms, Ethics of data, Ethics of practices, Levels of abstraction}
}

@article{Stich1994WhatPsychology,
    title = {{What is folk psychology?}},
    year = {1994},
    journal = {Cognition},
    author = {Stich, Stephen and Ravenscroft, Ian},
    number = {1-3},
    pages = {447--468},
    volume = {50},
    doi = {10.1016/0010-0277(94)90040-X},
    issn = {00100277}
}

@inproceedings{Dhamija2006WhyWorks,
    title = {{Why phishing works}},
    year = {2006},
    author = {Dhamija, Rachna and Tygar, J. D. and Hearst, Marti},
    doi = {10.1145/1124772.1124861}
}

@inproceedings{Ratcliffe2019WinOptimisation,
    title = {{Win or learn fast proximal policy optimisation}},
    year = {2019},
    booktitle = {IEEE Conference on Computatonal Intelligence and Games, CIG},
    author = {Ratcliffe, Dino Stephen and Hofmann, Katja and Devlin, Sam},
    isbn = {9781728118840},
    doi = {10.1109/CIG.2019.8848100},
    issn = {23254289},
    keywords = {Artificial intelligence, Artificial neural networks, Multi-agent systems}
}

@article{NationsWorldHighlights,
    title = {{World Population Prospects 2019 Highlights}},
    author = {Nations, United and of Economic, Department and Affairs, Social and Division, Population},
    keywords = {United Nations, age distribution, age structure, ageing, aging, demographic change, demographic dividend, demographic estimates, demographic estimation, demographic projections, demographic transition, demography, dependency, deterministic population projections, estimates, estimation, fertility, fertility decline, fertility projections, fertility rate, fertility transition, future, gender, global population data, growth, human, international migration, levels and trends, life expectancy, long-term forecasting, longevity, migration, mortality, mortality decline, mortality projections, mortality transition, net migration, older persons, population, population -- statistics, population ageing, population change, population characteristics, population data, population decline, population distribution, population dynamics, population estimates, population forecasting, population growth, population increase, population projections, population size, prediction, prediction interval, probabilistic population projections, probabilistic projections, projection, projections, scenarios, support ratio, sustainability, sustainable development, transition, trends, uncertainty, variants, world demography, world population}
}

@misc{YorkCouncil,
    title = {{York Flood Inquiry report – City of York Council}},
    url = {https://www.york.gov.uk/downloads/download/471/york-flood-inquiry-report}
}

@misc{YorkPress,
    title = {{York floods 2015: How the devastating floods unfolded and how York rallied superbly | York Press}},
    url = {https://www.yorkpress.co.uk/news/ryedale/14168299.york-floods-2015-how-the-devastating-floods-unfolded-and-how-york-rallied-superbly/}
}

@article{CLARKE1980SITUATIONALPRACTICE,
    title = {{“SITUATIONAL” CRIME PREVENTION: THEORY AND PRACTICE}},
    year = {1980},
    journal = {The British Journal of Criminology},
    author = {CLARKE, R V G},
    number = {2},
    month = {4},
    pages = {136--147},
    volume = {20},
    url = {https://doi.org/10.1093/oxfordjournals.bjc.a047153},
    doi = {10.1093/oxfordjournals.bjc.a047153},
    issn = {0007-0955}
}

@article{Heppenstall2016SpaceCities,
    title = {{“Space, the Final Frontier”: How Good are Agent-Based Models at Simulating Individuals and Space in Cities?}},
    year = {2016},
    journal = {Systems},
    author = {Heppenstall, Alison and Malleson, Nick and Crooks, Andrew},
    doi = {10.3390/systems4010009}
}