An Abstract Framework for Agent-Based Explanations in AI


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.

(keywords) Abstract Framework; Multi-Agent Systems; XAI

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

@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

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

— publication date

May 2020

— pages

1816-1818

URLs & IDs

original page
original PDF
Scholar citations

— 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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