Modelling Moral Decision-Making in a Contractualist Artificial Agent

Giovanni Dalmasso, Luis Marcos-Vidal, Clara Pretus*

*Autor corresponent d’aquest treball

Producció científica: Capítol de llibreContribució a congrés/conferènciaAvaluat per experts

Resum

As artificial intelligence (AI) systems become increasingly integrated into our daily lives, ensuring their ethical behavior is paramount. This paper introduces a novel approach to embedding moral cognition in AI based on contractualism, an ethical theory that deems actions appropriate if they can be justified based on the set of norms that govern interactions between pairs of agents. Our model, embodied in a robotic cleaning agent named Sweepy, makes decisions based on a combination of predefined norms and dynamic user feedback. This hybrid decision-making process allows Sweepy to align its behavior with individual user preferences, thus enhancing user satisfaction. Through extensive simulations, we demonstrate Sweepy’s ability to learn and adapt its actions across different scenarios, illustrating the model’s robustness and flexibility. This study highlights the advantages of the contractualist approach over utilitarian and deontological models, particularly in their support of user autonomy and fairness. Our findings underscore the need to develop AI systems capable of making ethically sound decisions in complex, real-world environments, paving the way for more trustworthy and user-centric AI applications.

Idioma originalAnglès
Títol de la publicacióValue Engineering in Artificial Intelligence - 2nd International Workshop, VALE 2024, Revised Selected Papers
EditorsNardine Osman, Luc Steels
EditorSpringer Science and Business Media Deutschland GmbH
Pàgines155-175
Nombre de pàgines21
ISBN (imprès)9783031854620
DOIs
Estat de la publicacióPublicada - 2025
Publicat externament
Esdeveniment2nd International Workshop on Value Engineering in Artificial Intelligence, VALE 2024 - Santiago de Compostela, Spain
Durada: 19 d’oct. 202424 d’oct. 2024

Sèrie de publicacions

NomLecture Notes in Computer Science
Volum15356 LNAI
ISSN (imprès)0302-9743
ISSN (electrònic)1611-3349

Conferència

Conferència2nd International Workshop on Value Engineering in Artificial Intelligence, VALE 2024
País/TerritoriSpain
CiutatSantiago de Compostela
Període19/10/2424/10/24

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