An Abstract Framework for Agent-Based Explanations in AI

Giovanni Ciatto / Giovanni Ciatto, Davide Calvaresi, Michael I. Schumacher, Andrea Omicini

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.

Events

19th International Joint Conference on Autonomous Agents and Multi-agent Systems (AAMAS 2020) — 09/05/2020–13/05/2020

Publications

An Abstract Framework for Agent-Based Explanations in AI (paper in proceedings, 2020) — Giovanni Ciatto, Davide Calvaresi, Michael I. Schumacher, Andrea Omicini

Tags: eXplainable AI multi-agent systems agent-based XAI intelligent systems explainability interpretability

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An Abstract Framework for Agent-Based Explanations in AI

— speakers

Giovanni Ciatto

— authors

Giovanni Ciatto, Davide Calvaresi, Michael I. Schumacher, Andrea Omicini

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talk

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Context

AAMAS 2020

— where

Auckland, New Zealand

— when

09/05/2020

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