Ethical decision making for autonomous vehicles

被引:0
作者
de Moura, Nelson [1 ,3 ]
Chatila, Raja [1 ]
Evans, Katherine [2 ,3 ]
Chauvier, Stephane [2 ]
Dogan, Ebru [3 ]
机构
[1] Sorbonne Univ, Inst Syst Intelligents & Robot, 4 Pl Jussieu, F-75005 Paris, France
[2] Sorbonne Univ, Sci Normes Democrat, 1 Rue Victor Cousin, F-75005 Paris, France
[3] Inst VEDECOM, 23bis Allee Marronniers, F-78000 Versailles, France
来源
2020 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV) | 2020年
关键词
ENVIRONMENTS; FATALITY;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We address ethical dilemma situations that may arise during autonomous driving. To evaluate how this deliberation could work, we propose a decision-making algorithm based on a Markov Decision Process (MDP) which controls the vehicle in normal conditions. When a dilemma situation is detected, the collision severity is determined by an evaluation of the harm incurred by different types of road users. Then, to illustrate different moral approaches, three different policies are proposed: one based on ralwsian contractarianism, another on utilitarianism, and finally on egalitarianism. Each policy supports a different view of the concept of fairness, potentially producing different behaviors for the same dilemma situation.
引用
收藏
页码:2006 / 2013
页数:8
相关论文
共 31 条
  • [1] [Anonymous], 2010, RELATIONSHIP SPEED R
  • [2] Arkin R.C, 2009, An Ethical Governor for Constraining Lethal Action in an Autonomous System
  • [3] Integrated perception and planning in the continuous space: A POMDP approach
    Bai, Haoyu
    Hsu, David
    Lee, Wee Sun
    [J]. INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2014, 33 (09) : 1288 - 1302
  • [4] Modelling Moral Reasoning and Ethical Responsibility with Logic Programming
    Berreby, Fiona
    Bourgne, Gauvain
    Ganascia, Jean-Gabriel
    [J]. LOGIC FOR PROGRAMMING, ARTIFICIAL INTELLIGENCE, AND REASONING, (LPAR-20 2015), 2015, 9450 : 532 - 548
  • [5] Embedded ethics: some technical and ethical challenges
    Bonnemains, Vincent
    Saurel, Claire
    Tessier, Catherine
    [J]. ETHICS AND INFORMATION TECHNOLOGY, 2018, 20 (01) : 41 - 58
  • [6] Brechtel S, 2014, 2014 IEEE 17TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), P392, DOI 10.1109/ITSC.2014.6957722
  • [7] Brechtel S, 2011, IEEE INT C INTELL TR, P1537, DOI 10.1109/ITSC.2011.6082928
  • [8] Estivill-Castro V, 2019, INTEL SYST CONTR AUT, V95, P25, DOI 10.1007/978-3-030-12524-0_4
  • [9] DRIVER INJURY AND FATALITY RISK IN 2-CAR CRASHES VERSUS MASS-RATIO INFERRED USING NEWTONIAN MECHANICS
    EVANS, L
    [J]. ACCIDENT ANALYSIS AND PREVENTION, 1994, 26 (05) : 609 - 616
  • [10] Public Health, Ethics, and Autonomous Vehicles
    Fleetwood, Janet
    [J]. AMERICAN JOURNAL OF PUBLIC HEALTH, 2017, 107 (04) : 532 - 537