An Abstract Framework for Agent-Based Explanations in AI


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

19th International Conference on Autonomous Agents and MultiAgent Systems, pages 1816-1818
May 2020
International Foundation for Autonomous Agents and Multiagent Systems
Amal El Fallah Seghrouchni, Gita Sukthankar, Bo An, Neil Yorke-Smith (eds.)
Extended Abstract

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
 @inproceedings{agentbasedxai-aamas2020,
acmid = {10.5555/3398761.3398992},
author = {Ciatto, Giovanni and Calvaresi, Davide and Schumacher, Michael I. and Omicini, Andrea},
booktitle = {19th International Conference on Autonomous Agents and MultiAgent Systems},
dblpid = {conf/atal/CiattoCSO20},
editor = {El Fallah Seghrouchni, Amal and Sukthankar, Gita and An, Bo and Yorke-Smith, Neil},
irisid = {11585/785178},
isbn = {978-1-4503-7518-4},
issn = {2523-5699},
keywords = {Abstract Framework; Multi-Agent Systems; XAI},
location = {Auckland, New Zeland},
month = may,
note = {Extended Abstract},
numpages = 3,
pages = {1816--1818},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
scholarid = {6887880147832489319},
scopusid = {2-s2.0-85090291401},
title = {An Abstract Framework for Agent-Based Explanations in {AI}},
url= {http://dl.acm.org/doi/10.5555/3398761.3398992},
url-pdf = {http://ifaamas.org/Proceedings/aamas2020/pdfs/p1816.pdf},
year = 2020

Events

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

Publication

— authors

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

— editors

Amal El Fallah Seghrouchni, Gita Sukthankar, Bo An, Neil Yorke-Smith

— status

published

— sort

paper in proceedings

Venue

— volume

19th International Conference on Autonomous Agents and MultiAgent Systems

— pages

1816-1818

— publication date

May 2020

URLs

original page  |  original PDF

Identifiers

— ACM

10.5555/3398761.3398992

— DBLP

conf/atal/CiattoCSO20

— IRIS

11585/785178

— Scholar

6887880147832489319

— Scopus

2-s2.0-85090291401

— print ISSN

2523-5699

— print ISBN

 978-1-4503-7518-4

BibTeX

— BibTeX ID
agentbasedxai-aamas2020
— BibTeX category
inproceedings

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