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.
Ethical decision making for autonomous vehicles
2020 IEEE Intelligent Vehicles Symposium (IV) ; 2006-2013
19.10.2020
367175 byte
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
ETHICAL DECISION MAKING FOR AUTONOMOUS VEHICLES
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