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.
Details
Title
An abstract framework for agent-based explanations in AI
Author(s)
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)
Date
2020-05
Published in
Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems 2020
Publisher
Auckland, New Zealand, 9-13 May 2020
Pagination & equivalents
Pp. 1816-1818
Presented at
International Conference on Autonomous Agents and Multi-Agent Systems 2020, Auckland, New Zealand, 2020-05-09, 2020-05-13
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.
