UID:
almahu_9948435926902882
Umfang:
X, 155 p. 63 illus., 27 illus. in color.
,
online resource.
Ausgabe:
1st ed. 2020.
ISBN:
9783030519247
Serie:
Lecture Notes in Artificial Intelligence ; 12175
Inhalt:
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.
Anmerkung:
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.
In:
Springer Nature eBook
Weitere Ausg.:
Printed edition: ISBN 9783030519230
Weitere Ausg.:
Printed edition: ISBN 9783030519254
Sprache:
Englisch
DOI:
10.1007/978-3-030-51924-7
URL:
https://doi.org/10.1007/978-3-030-51924-7
