Explainable, Transparent Autonomous Agents and Multi-Agent Systems

Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9¿13, 2020, Revised Selected Papers
Herausgegeben:Calvaresi, Davide; Najjar, Amro; Winikoff, Michael; Främling, Kary

• Broschiertes Buch

Produktbeschreibung

This book constitutes the proceedings of the Second International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems, EXTRAAMAS 2020, which was due to be held in Auckland, New Zealand, in May 2020. The conference was held virtually due to the COVID-19 pandemic.
The 8 revised and extended papers were carefully selected from 20 submissions and are presented here with one demo paper. The papers are organized in the following topical sections: explainable agents; cross disciplinary XAI; explainable machine learning; demos.

Produktdetails

• Lecture Notes in Computer Science 12175
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-030-51923-0
• 1st ed. 2020
• Seitenzahl: 168
• Erscheinungstermin: 7. Juli 2020
• Englisch
• Abmessung: 235mm x 155mm x 10mm
• Gewicht: 266g
• ISBN-13: 9783030519230
• ISBN-10: 3030519236
• Artikelnr.: 59517554

Inhaltsangabe

Explainable Agents.- Agent-Based Explanations in AI: Towards an Abstract Framework.- Agent EXPRI: Licence to Explain.- In-time Explainability in Multi-Agent Systems: Challenges, Opportunities, and Roadmap.- Cross Disciplinary XAI.- Decision Theory Meets Explainable AI.- Towards the Role of Theory of Mind in Explanation.- A Situation Awareness-Based Framework for Design and Evaluation of Explainable AI.- Explainable Machine Learning.- Towards Demystifying Subliminal Persuasiveness - Using XAI-Techniques to Highlight Persuasive Markers of Public Speeches.- Explainable Agents for Less Bias in Human-Agent Decision Making.- Demos.- Explainable Agents as Static Web Pages: A UAV Simulation Example.