TY - JOUR
T1 - Actual Trust in Multiagent Systems Extended Abstract
AU - Akintunde, Michael
AU - Yazdanpanah, Vahid
AU - Fathabadi, Asieh Salehi
AU - Cirstea, Corina
AU - Dastani, Mehdi
AU - Moreau, Luc
N1 - Publisher Copyright:
© 2024 International Foundation for Autonomous Agents and Multiagent Systems.
PY - 2024/5
Y1 - 2024/5
N2 - We study how trust can be established in multiagent systems where human and AI agents collaborate. We propose a computational notion of actual trust, emphasising the modelling of trust based on agents' capacity to deliver tasks in prospect. Unlike reputation-based trust, we consider the specific setting in which agents interact and model a forward-looking notion of trust. We provide a conceptual analysis of actual trust's characteristics and highlight relevant trust verification tools. By advancing the understanding and verification of trust in collaborative systems, we contribute to responsible and trustworthy human-AI interactions, enhancing reliability in various domains.
AB - We study how trust can be established in multiagent systems where human and AI agents collaborate. We propose a computational notion of actual trust, emphasising the modelling of trust based on agents' capacity to deliver tasks in prospect. Unlike reputation-based trust, we consider the specific setting in which agents interact and model a forward-looking notion of trust. We provide a conceptual analysis of actual trust's characteristics and highlight relevant trust verification tools. By advancing the understanding and verification of trust in collaborative systems, we contribute to responsible and trustworthy human-AI interactions, enhancing reliability in various domains.
KW - Human-AI Interactions
KW - Multiagent Systems
KW - Trust
UR - http://www.scopus.com/inward/record.url?scp=85196418188&partnerID=8YFLogxK
U2 - 10.5555/3635637.3663078
DO - 10.5555/3635637.3663078
M3 - Conference article
AN - SCOPUS:85196418188
SN - 1548-8403
VL - 2024
SP - 2114
EP - 2116
JO - Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
JF - Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
IS - May
T2 - 23rd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024
Y2 - 6 May 2024 through 10 May 2024
ER -