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Evaluating a Mechanism for Explaining BDI Agent Behaviour
Victoria University of Wellington, Wellington, New Zealand.
Halmstad University, School of Information Technology.ORCID iD: 0000-0001-8587-2251
2023 (English)In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, Richland, SC: The International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2023, Vol. 2023-May, p. 2283-2285Conference paper, Published paper (Refereed)
Abstract [en]

We conducted a survey to evaluate a previously proposed mechanism for explaining Belief-Desire-Intention (BDI) agents using folk psychological concepts (belief, desires, and valuings). We also consider the relationship between trust in the specific autonomous system, and general trust in technology. We find that explanations that include valuings are particularly likely to be preferred by the study participants. We also found evidence that single-factor explanations, as used in some previous work, are too short. © 2023 International Foundation for Autonomous Agents and Multiagent Systems (www.ifaamas.org). All rights reserved.

Place, publisher, year, edition, pages
Richland, SC: The International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2023. Vol. 2023-May, p. 2283-2285
Keywords [en]
Belief-Desire-Intention (BDI), Explainable Agency, Explanation
National Category
Computer Sciences
Identifiers
URN: urn:nbn:se:hh:diva-52042Scopus ID: 2-s2.0-85171255666ISBN: 978-1-4503-9432-1 (print)OAI: oai:DiVA.org:hh-52042DiVA, id: diva2:1812790
Conference
22nd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, 29 May-2 June, 2023
Available from: 2023-11-17 Created: 2023-11-17 Last updated: 2023-11-17Bibliographically approved

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Sidorenko, Galina

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  • apa
  • ieee
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