04295nam 22006735 450 99641830770331620210120140446.03-030-51924-410.1007/978-3-030-51924-7(CKB)4100000011343380(DE-He213)978-3-030-51924-7(MiAaPQ)EBC6268644(PPN)253256925(EXLCZ)99410000001134338020200706d2020 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierExplainable, Transparent Autonomous Agents and Multi-Agent Systems[electronic resource] Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, 2020, Revised Selected Papers /edited by Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling1st ed. 2020.Cham :Springer International Publishing :Imprint: Springer,2020.1 online resource (X, 155 p. 63 illus., 27 illus. in color.) Lecture Notes in Artificial Intelligence ;121753-030-51923-6 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.Lecture Notes in Artificial Intelligence ;12175Artificial intelligenceComputersComputer organizationApplication softwareMultiagent Systemshttps://scigraph.springernature.com/ontologies/product-market-codes/I21060Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Information Systems and Communication Servicehttps://scigraph.springernature.com/ontologies/product-market-codes/I18008Computer Systems Organization and Communication Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/I13006Computer Appl. in Social and Behavioral Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/I23028Artificial 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.006.3Calvaresi Davideedthttp://id.loc.gov/vocabulary/relators/edtNajjar Amroedthttp://id.loc.gov/vocabulary/relators/edtWinikoff Michaeledthttp://id.loc.gov/vocabulary/relators/edtFrämling Karyedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996418307703316Explainable, Transparent Autonomous Agents and Multi-Agent Systems1992476UNISA