Ethical Decision Making in Autonomous Vehicles: The AV Ethics Project

被引:32
|
作者
Evans, Katherine [1 ,2 ]
de Moura, Nelson [1 ,3 ]
Chauvier, Stephane [2 ]
Chatila, Raja [3 ]
Dogan, Ebru [1 ]
机构
[1] Inst VEDECOM, 21 Bis Allee Marroniers, F-78000 Versailles, France
[2] Sorbonne Univ, Democratie, Sci, Normes, 1 Rue Victor Cousin, F-75005 Paris, France
[3] Sorbonne Univ, ISIR, 4 Pl Jussieu, F-75005 Paris, France
关键词
Autonomous vehicles; Ethics; Decision making; Moral reasoning; Machine ethics; INJURY SEVERITY; IMPACT SPEED; RISK; FATALITY; TROLLEY; DESIGN; ROBOTS; CARS;
D O I
10.1007/s11948-020-00272-8
中图分类号
B82 [伦理学(道德学)];
学科分类号
摘要
The ethics of autonomous vehicles (AV) has received a great amount of attention in recent years, specifically in regard to their decisional policies in accident situations in which human harm is a likely consequence. Starting from the assumption that human harm is unavoidable, many authors have developed differing accounts of what morality requires in these situations. In this article, a strategy for AV decision-making is proposed, the Ethical Valence Theory, which paints AV decision-making as a type of claim mitigation: different road users hold different moral claims on the vehicle's behavior, and the vehicle must mitigate these claims as it makes decisions about its environment. Using the context of autonomous vehicles, the harm produced by an action and the uncertainties connected to it are quantified and accounted for through deliberation, resulting in an ethical implementation coherent with reality. The goal of this approach is not to define how moral theory requires vehicles to behave, but rather to provide a computational approach that is flexible enough to accommodate a number of 'moral positions' concerning what morality demands and what road users may expect, offering an evaluation tool for the social acceptability of an autonomous vehicle's ethical decision making.
引用
收藏
页码:3285 / 3312
页数:28
相关论文
共 50 条
  • [31] Investigation of Lane-changing Decision-making Models for Autonomous Vehicles
    Wu, Wei
    Ye, Jiajun
    Tong, Weiping
    Cui, Youkai
    INTERNATIONAL CONFERENCE ON SMART TRANSPORTATION AND CITY ENGINEERING 2021, 2021, 12050
  • [32] A DECISION-MAKING METHOD FOR AUTONOMOUS VEHICLES BASED ON SIMULATION AND REINFORCEMENT LEARNING
    Zheng, Rui
    Liu, Chunming
    Guo, Qi
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4, 2013, : 362 - 369
  • [34] Modelling Ethical Algorithms in Autonomous Vehicles Using Crash Data
    Robinson, Pamela
    Sun, Landy
    Furey, Heidi
    Jenkins, Ryan
    Phillips, Christopher R. M.
    Powers, Thomas M.
    Ritterson, Ryan S.
    Xie, Yuanchang
    Casagrande, Rocco
    Evans, Nicholas G.
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (07) : 7775 - 7784
  • [35] Is Society Ready for AI Ethical Decision Making? Lessons from a Study on Autonomous Cars
    Caro-Burnett, Johann
    Kaneko, Shinji
    JOURNAL OF BEHAVIORAL AND EXPERIMENTAL ECONOMICS, 2022, 98
  • [36] Embodied Ethical Decision Making
    Hervey, Lenore Wadsworth
    AMERICAN JOURNAL OF DANCE THERAPY, 2007, 29 (02) : 91 - 108
  • [37] An Integrated Framework of Decision Making and Motion Planning for Autonomous Vehicles Considering Social Behaviors
    Hang, Peng
    Lv, Chen
    Huang, Chao
    Cai, Jiacheng
    Hu, Zhongxu
    Xing, Yang
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (12) : 14458 - 14469
  • [38] Decision-Making and Planning Method for Autonomous Vehicles Based on Motivation and Risk Assessment
    Wang, Yisong
    Wang, Chunyan
    Zhao, Wanzhong
    Xu, Can
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (01) : 107 - 120
  • [39] Human-Like Decision-Making of Autonomous Vehicles in Dynamic Traffic Scenarios
    Zhang, Tangyike
    Zhan, Junxiang
    Shi, Jiamin
    Xin, Jingmin
    Zheng, Nanning
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2023, 10 (10) : 1905 - 1917
  • [40] Decision making for autonomous vehicles in highway scenarios using Harmonic SK Deep SARSA
    Rais, Mohamed Saber
    Boudour, Rachid
    Zouaidia, Khouloud
    Bougueroua, Lamine
    APPLIED INTELLIGENCE, 2023, 53 (03) : 2488 - 2505