Format:
1 Online-Ressource(X, 155 p. 63 illus., 27 illus. in color.)
Edition:
1st ed. 2020.
ISBN:
9783030519247
Series Statement:
Lecture Notes in Artificial Intelligence 12175
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.
Content:
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.
Additional Edition:
ISBN 9783030519230
Additional Edition:
ISBN 9783030519254
Additional Edition:
Erscheint auch als Druck-Ausgabe EXTRAAMAS (2. : 2020 : Online) Explainable, transparent autonomous agents and multi-agent systems Cham : Springer, 2020 ISBN 9783030519230
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783030519254
Language:
English
Subjects:
Computer Science
Keywords:
Autonomes System
;
Mehragentensystem
;
Konferenzschrift
DOI:
10.1007/978-3-030-51924-7
