We propose an abstract framework for XAI based on MAS encompassing the main definitions and results from the literature, focussing on the key notions of interpretation and explanation.
Einzelheiten
Titel
An abstract framework for agent-based explanations in AI
Autor(en)/ in(nen)
Ciatto, Giovanni (University of Bologna, Italy) Calvaresi, Davide (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis)) Schumacher, Michael (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis)) Omicini, Andrea (University of Bologna, Italy)
Datum
2020-05
Veröffentlich in
Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems 2020
Verlag
Auckland, New Zealand, 9-13 May 2020
Umfang
Pp. 1816-1818
Vorgestellt auf
International Conference on Autonomous Agents and Multi-Agent Systems 2020, Auckland, New Zealand, 2020-05-09, 2020-05-13
Fussnote
Due to the COVID-19 outbreak, the International Conference on Autonomous Agents and Multi-Agent Systems 2020 venue in Auckland was cancelled. The proceedings of the online conference are however published according to the original schedule.