Explainable, Transparent Autonomous Agents and Multi-Agent Systems Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, 2020, Revised Selected Papers /
Explainable, Transparent Autonomous Agents and Multi-Agent Systems Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, 2020, Revised Selected Papers / [electronic resource] :
edited by Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling.
- 1st ed. 2020.
- X, 155 p. 63 illus., 27 illus. in color. online resource.
- Lecture Notes in Artificial Intelligence, 12175 2945-9141 ; .
- Lecture Notes in Artificial Intelligence, 12175 .
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.
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.
9783030519247
10.1007/978-3-030-51924-7 doi
Multiagent systems.
Artificial intelligence.
Database management.
Computer engineering.
Computer networks .
Social sciences--Data processing.
Multiagent Systems.
Artificial Intelligence.
Database Management System.
Computer Engineering and Networks.
Computer Application in Social and Behavioral Sciences.
QA76.76.I58
006.30285436
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.
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.
9783030519247
10.1007/978-3-030-51924-7 doi
Multiagent systems.
Artificial intelligence.
Database management.
Computer engineering.
Computer networks .
Social sciences--Data processing.
Multiagent Systems.
Artificial Intelligence.
Database Management System.
Computer Engineering and Networks.
Computer Application in Social and Behavioral Sciences.
QA76.76.I58
006.30285436