Explainable and Transparent AI and Multi-Agent Systems

Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydoǧan, Rachele Carli, Giovanni Ciatto, Yazan Mualla, Kary Främling (eds.)

Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence) 14127

Springer

September 2023

Revised Selected Papers from ht 5th International Workshop on Explainable and Transparent AI and Multi-Agent Systems (EXTRAAMAS 2023), London, UK, May 29, 2023

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EXTRAAMAS 2023@AAMAS 2023

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Lecture Notes in Computer Science (LNCS)

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Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors (paper in proceedings, 2023) — Federico Sabbatini, Roberta Calegari

A General-Purpose Protocol for Multi-Agent based Explanations (paper in proceedings, 2023) — Giovanni Ciatto, Matteo Magnini, Berk Bezcu, Reyhan Aydogan, Andrea Omicini

Preface (editorial/introduction/preface, 2023) — Davide Calvaresi, Amro Najjar, Andrea Omicini, Kary Främling

The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing (paper in proceedings, 2023) — Andrea Agiollo, Luciano C. Siebert, Pradeep K. Murukannaiah, Andrea Omicini