Explainable, Transparent Autonomous Agents and Multi-Agent Systems
Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9-13, 2020, Revised Selected Papers
Published on 7. July 2020
Book
Paperback/Softback
X, 155 pages
978-3-030-51923-0 (ISBN)
Description
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.
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.
More details
Series
Edition
1st ed. 2020
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
27 farbige Abbildungen, 36 s/w Abbildungen
X, 155 p. 63 illus., 27 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 10 mm
Weight
265 gr
ISBN-13
978-3-030-51923-0 (9783030519230)
DOI
10.1007/978-3-030-51924-7
Schweitzer Classification
Other editions
Additional editions
Davide Calvaresi | Amro Najjar | Michael Winikoff
Explainable, Transparent Autonomous Agents and Multi-Agent Systems
Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9-13, 2020, Revised Selected Papers
E-Book
07/2020
Springer
€53.49
Available for download
Content
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.