Explainable, Transparent Autonomous Agents and Multi-Agent Systems : Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, 2020, Revised Selected Papers / / edited by Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling

• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
• Edizione: 1st ed. 2020.
• Descrizione fisica: 1 online resource (X, 155 p. 63 illus., 27 illus. in color.)
• Disciplina: 006.3; 006.30285436
• Soggetto topico: Artificial intelligence; Computers; Computer organization; Application software; Multiagent Systems; Artificial Intelligence; Information Systems and Communication Service; Computer Systems Organization and Communication Networks; Computer Appl. in Social and Behavioral Sciences
• Persona (resp. second.): CalvaresiDavide; NajjarAmro; WinikoffMichael; FrämlingKary
• Nota di contenuto: 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.
• Sommario/riassunto: 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.
• Titolo autorizzato: Explainable, Transparent Autonomous Agents and Multi-Agent Systems
• ISBN: 3-030-51924-4
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910413444203321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Artificial Intelligence ; ; 12175