Moral Coppélia: Affective moral reasoning with twofold autonomy and a touch of personality

M. A. Pontier, G. A.M. Widdershoven, Johannes Ferdinand Hoorn, J. L. Van Gelder, R. E. De Vries

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

Abstract

We present a moral reasoner, Moral Coppélia that combines rational ethical theory with affective states and personality traits. We, moreover, treat human autonomy in the sense of self-determination as well as making a meaningful choice. Our system combines connectionist bottom-up with utilitarian top-down approaches. Moral Coppélia can reproduce the verdicts of medical ethicists and health judges in real-life cases and can handle the emotional differences between logically identical problems such as the Trolley and Footbridge dilemma. It also deals with properties of character and personality such as honesty and humility to explain why logic reasoning is not always descriptive of actual human moral behavior. Apart from simulating known cases, we performed a split-half experiment with the responses of 153 participants in a criminal justice experiment. While fine-tuning the parameters to the first half of the data, the encompassing version of Moral Coppélia was capable of forecasting criminal decisions, leading to a better fit with the second half of the data than either of the loose component parts did. In other words, we found empirical support for the integral contribution of ratio, affect, and personality to moral decision making, which, additionally, could be acceptably simulated by our extended version of the Moral Coppélia system.
Original languageEnglish
Title of host publicationAISB 2014 - 50th Annual Convention of the AISB
PublisherSociety for the Study of Artificial Intelligence and the Simulation of Behaviour
Publication statusPublished - 1 Jan 2014
Externally publishedYes
Event50th Annual Convention of the Society for the Study of Artificial Intelligence and the Simulation of Behaviour , AISB 2014 - London, United Kingdom
Duration: 1 Apr 20144 Apr 2014

Conference

Conference50th Annual Convention of the Society for the Study of Artificial Intelligence and the Simulation of Behaviour , AISB 2014
Country/TerritoryUnited Kingdom
CityLondon
Period1/04/144/04/14

ASJC Scopus subject areas

  • Artificial Intelligence
  • Modelling and Simulation

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