LEADER 04569nam 22006975 450 001 996466316503316 005 20210120131351.0 010 $a3-030-30391-8 024 7 $a10.1007/978-3-030-30391-4 035 $a(CKB)4100000009273605 035 $a(DE-He213)978-3-030-30391-4 035 $a(MiAaPQ)EBC5919754 035 $a(PPN)248601563 035 $a(EXLCZ)994100000009273605 100 $a20190910d2019 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aExplainable, Transparent Autonomous Agents and Multi-Agent Systems$b[electronic resource] $eFirst International Workshop, EXTRAAMAS 2019, Montreal, QC, Canada, May 13?14, 2019, Revised Selected Papers /$fedited by Davide Calvaresi, Amro Najjar, Michael Schumacher, Kary Främling 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (X, 221 p. 66 illus., 38 illus. in color.) 225 1 $aLecture Notes in Artificial Intelligence ;$v11763 311 $a3-030-30390-X 327 $aExplanation and Transparency -- Towards a transparent deep ensemble method based on multiagent Argumentation -- Effects of Agents' Transparency on Teamwork -- Explainable Robots -- Explainable Multi-Agent Systems through Blockchain Technology Authors -- Explaining Sympathetic Actions of Rational Agents -- Conversational Interfaces for Explainable AI: A Human-Centered Approach -- Opening the Black Box -- Explanations of Black-Box Model Predictions by Contextual Importance and Utility -- Explainable Artificial Intelligence based Heat Recycler Fault Detection in Air Handling Unit -- Explainable Agent Simulations -- Explaining Aggregate Behaviour in Cognitive Agent Simulations using Explanation -- BEN : An Agent Architecture for Explainable and Expressive Behavior in Social Simulation -- Planning and Argumentation -- Temporal Multiagent Plan Execution: Explaining what Happened -- Explainable Argumentation for Wellness Consultation -- Explainable AI and Cognitive Science -- How Cognitive Science Impacts AI and What We Can Learn From It. 330 $aThis book constitutes the proceedings of the First International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems, EXTRAAMAS 2019, held in Montreal, Canada, in May 2019. The 12 revised and extended papers presented were carefully selected from 23 submissions. They are organized in topical sections on explanation and transparency; explainable robots; opening the black box; explainable agent simulations; planning and argumentation; explainable AI and cognitive science. 410 0$aLecture Notes in Artificial Intelligence ;$v11763 606 $aArtificial intelligence 606 $aRobotics 606 $aMachine learning 606 $aUser interfaces (Computer systems) 606 $aSpecial purpose computers 606 $aMultiagent Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I21060 606 $aRobotics$3https://scigraph.springernature.com/ontologies/product-market-codes/I21050 606 $aMachine Learning$3https://scigraph.springernature.com/ontologies/product-market-codes/I21010 606 $aUser Interfaces and Human Computer Interaction$3https://scigraph.springernature.com/ontologies/product-market-codes/I18067 606 $aSpecial Purpose and Application-Based Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I13030 615 0$aArtificial intelligence. 615 0$aRobotics. 615 0$aMachine learning. 615 0$aUser interfaces (Computer systems). 615 0$aSpecial purpose computers. 615 14$aMultiagent Systems. 615 24$aRobotics. 615 24$aMachine Learning. 615 24$aUser Interfaces and Human Computer Interaction. 615 24$aSpecial Purpose and Application-Based Systems. 676 $a006.3 702 $aCalvaresi$b Davide$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNajjar$b Amro$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSchumacher$b Michael$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aFrämling$b Kary$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996466316503316 996 $aExplainable, Transparent Autonomous Agents and Multi-Agent Systems$91992476 997 $aUNISA