An Abstract Framework for Agent-Based Explanations in AI

Giovanni Ciatto; Davide Calvaresi; Michael Ignaz Schumacher; Andrea Omicini

doi:10.65109/vsjc1064

An Abstract Framework for Agent-Based Explanations in AI

Giovanni Ciatto, Davide Calvaresi, Michael Ignaz Schumacher, Andrea Omicini

Amal El Fallah Seghrouchni, Gita Sukthankar, Bo An, Neil Yorke-Smith (eds.)

19th International Conference on Autonomous Agents and MultiAgent Systems, pages 1816–1818

International Foundation for Autonomous Agents and Multiagent Systems

May 2020

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.

keywords Abstract Framework, Multi-Agent Systems, XAI

origin event

AAMAS 2020

container publication

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (edited volume, 2020) — Amal El Fallah Seghrouchni, Gita Sukthankar, Bo An, Neil Yorke-Smith

works as

reference publication for talk

An Abstract Framework for Agent-Based Explanations in AI (AAMAS 2020, 09/05/2020) — Giovanni Ciatto