Literature DB >> 33048325

Ethical Decision Making in Autonomous Vehicles: The AV Ethics Project.

Katherine Evans1,2, Nelson de Moura3,4, Stéphane Chauvier5, Raja Chatila4, Ebru Dogan3.   

Abstract

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.

Entities:  

Keywords:  Autonomous vehicles; Decision making; Ethics; Machine ethics; Moral reasoning

Year:  2020        PMID: 33048325      PMCID: PMC7755871          DOI: 10.1007/s11948-020-00272-8

Source DB:  PubMed          Journal:  Sci Eng Ethics        ISSN: 1353-3452            Impact factor:   3.525


  11 in total

1.  Compatibility problems in frontal, side, single car collisions and car-to-pedestrian accidents in Japan.

Authors:  K Mizuno; J Kajzer
Journal:  Accid Anal Prev       Date:  1999-07

Review 2.  Literature review of pedestrian fatality risk as a function of car impact speed.

Authors:  Erik Rosén; Helena Stigson; Ulrich Sander
Journal:  Accid Anal Prev       Date:  2010-09-15

3.  Pedestrian fatality and impact speed squared: Cloglog modeling from French national data.

Authors:  Jean-Louis Martin; Dan Wu
Journal:  Traffic Inj Prev       Date:  2017-05-30       Impact factor: 1.491

4.  The Moral Machine experiment.

Authors:  Edmond Awad; Sohan Dsouza; Richard Kim; Jonathan Schulz; Joseph Henrich; Azim Shariff; Jean-François Bonnefon; Iyad Rahwan
Journal:  Nature       Date:  2018-10-24       Impact factor: 49.962

5.  The social dilemma of autonomous vehicles.

Authors:  Jean-François Bonnefon; Azim Shariff; Iyad Rahwan
Journal:  Science       Date:  2016-06-24       Impact factor: 47.728

6.  The Abbreviated Injury Scale and Injury Severity Score. Levels of inter- and intrarater reliability.

Authors:  E J MacKenzie; S Shapiro; J N Eastham
Journal:  Med Care       Date:  1985-06       Impact factor: 2.983

7.  Pedestrian injury severity in motor vehicle crashes: An integrated spatio-temporal modeling approach.

Authors:  Jun Liu; Alexander Hainen; Xiaobing Li; Qifan Nie; Shashi Nambisan
Journal:  Accid Anal Prev       Date:  2019-08-24

8.  Driver injury and fatality risk in two-car crashes versus mass ratio inferred using Newtonian mechanics.

Authors:  L Evans
Journal:  Accid Anal Prev       Date:  1994-10

9.  The benefits and tradeoffs for varied high-severity injury risk thresholds for advanced automatic crash notification systems.

Authors:  George Bahouth; Jill Graygo; Kennerly Digges; Carl Schulman; Peter Baur
Journal:  Traffic Inj Prev       Date:  2014       Impact factor: 1.491

10.  Why Trolley Problems Matter for the Ethics of Automated Vehicles.

Authors:  Geoff Keeling
Journal:  Sci Eng Ethics       Date:  2019-03-04       Impact factor: 3.525

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  1 in total

1.  Ethics-Based Auditing of Automated Decision-Making Systems: Nature, Scope, and Limitations.

Authors:  Jakob Mökander; Jessica Morley; Mariarosaria Taddeo; Luciano Floridi
Journal:  Sci Eng Ethics       Date:  2021-07-06       Impact factor: 3.525

  1 in total

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