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
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
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