TY - GEN
T1 - Ethics-Based Cooperation in Multi-agent Systems
AU - Cointe, Nicolas
AU - Bonnet, Grégory
AU - Boissier, Olivier
PY - 2020
Y1 - 2020
N2 - In the recent literature in Artificial Intelligence, ethical issues are increasingly discussed. Many proposals of ethical agents are made. However, those approaches consider mainly an agent-centered perspective, letting aside the collective dimension of multi-agent systems. For instance, when considering cooperation among such agents, ethics could be a key issue to drive the interactions among the agents. This paper presents a model for ethics-based cooperation. Each agent uses an ethical judgment process to compute images of the other agents’ ethical behavior. Based on a rationalist and explicit approach, the judgment process distinguishes a theory of good, namely, how values and moral rules are defined, and a theory of right, namely, how a behavior is judged with respect to ethical principles. From these images of the other agents’ ethics, the judging agent computes trust used to cooperate with the judged agents. We illustrate these functionalities in an asset management scenario with a proof of concept implemented in the JaCaMo multi-agent platform.
AB - In the recent literature in Artificial Intelligence, ethical issues are increasingly discussed. Many proposals of ethical agents are made. However, those approaches consider mainly an agent-centered perspective, letting aside the collective dimension of multi-agent systems. For instance, when considering cooperation among such agents, ethics could be a key issue to drive the interactions among the agents. This paper presents a model for ethics-based cooperation. Each agent uses an ethical judgment process to compute images of the other agents’ ethical behavior. Based on a rationalist and explicit approach, the judgment process distinguishes a theory of good, namely, how values and moral rules are defined, and a theory of right, namely, how a behavior is judged with respect to ethical principles. From these images of the other agents’ ethics, the judging agent computes trust used to cooperate with the judged agents. We illustrate these functionalities in an asset management scenario with a proof of concept implemented in the JaCaMo multi-agent platform.
KW - Agent cooperation
KW - Computational ethics
KW - Ethical judgment
UR - http://www.scopus.com/inward/record.url?scp=85087862666&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-34127-5_10
DO - 10.1007/978-3-030-34127-5_10
M3 - Conference contribution
AN - SCOPUS:85087862666
SN - 9783030341268
T3 - Springer Proceedings in Complexity
SP - 101
EP - 116
BT - Advances in Social Simulation - Looking in the Mirror, 2018
A2 - Verhagen, Harko
A2 - Borit, Melania
A2 - Bravo, Giangiacomo
A2 - Wijermans, Nanda
PB - SpringerOpen
T2 - 14th Social Simulation Conference, 2018
Y2 - 20 August 2018 through 24 August 2018
ER -