An abstract framework for agent-based explanations in AI

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)

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.


Note: 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.


Keywords:
Conference Type:
extended abstract
Faculty:
Economie et Services
School:
HEG-VS
Institute:
Institut Informatique de gestion
Subject(s):
Informatique
Publisher:
Auckland, New Zealand, 9-13 May 2020
Date:
2020-05
Auckland, New Zealand
9-13 May 2020
Pagination:
Pp. 1816-1818
Published in:
Proceedings of the International Conference on Autonomous Agents and Multi-Agent Systems 2020
ISSN:
2523-5699
ISBN:
978-1-4503-7518-4
External resources:
External resources:
Appears in Collection:



 Record created 2021-01-11, last modified 2021-01-11

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