LEADER 04766nam 22007935 450 001 996550561503316 005 20230904144436.0 010 $a3-031-40878-0 024 7 $a10.1007/978-3-031-40878-6 035 $a(MiAaPQ)EBC30728611 035 $a(Au-PeEL)EBL30728611 035 $a(DE-He213)978-3-031-40878-6 035 $a(PPN)272734012 035 $a(EXLCZ)9928151903400041 100 $a20230904d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aExplainable and Transparent AI and Multi-Agent Systems$b[electronic resource] $e5th International Workshop, EXTRAAMAS 2023, London, UK, May 29, 2023, Revised Selected Papers /$fedited by Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydogan, Rachele Carli, Giovanni Ciatto, Yazan Mualla, Kary Främling 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (289 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v14127 311 08$aPrint version: Calvaresi, Davide Explainable and Transparent AI and Multi-Agent Systems Cham : Springer,c2023 9783031408779 327 $aExplainable Agents and multi-agent systems -- Mining and Validating Belief-based Agent Explanations -- Evaluating a mechanism for explaining BDI agent behaviour -- A General-Purpose Protocol for Multi-Agent based Explanations -- Dialogue Explanations for Rules-based AI Systems -- Estimating Causal Responsibility for Explaining Autonomous Behavior -- Explainable Machine Learning -- The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing -- Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors -- Imperative Action Masking for Safe Exploration in Reinforcement Learning -- Reinforcement Learning in Cyclic Environmental Change for Non-Communicative Agents: A Theoretical Approach -- Inherently Interpretable Deep Reinforcement Learning through Online Mimicking -- Counterfactual, Contrastive, and Hierarchical Explanations with Contextual Importance and Utility -- Cross-domain applied XAI -- Explanation Generation via Decompositional Rules Extraction for Head and Neck Cancer Classification -- Metrics for Evaluating Explainable Recommender Systems -- Leveraging Imperfect Explanations for Plan Recognition Problems -- Reinterpreting Vulnerability to Tackle Deception in Principles-Based XAI for Human-Computer Interaction -- Using Cognitive Models and Wearables to Diagnose and Predict Dementia Patient Behaviour. 330 $aThis volume LNCS 14127 constitutes the refereed proceedings of the 5th International Workshop, EXTRAAMAS 2023, held in London, UK, in May 2023. The 15 full papers presented together with 1 short paper were carefully reviewed and selected from 26 submissions. The workshop focuses on Explainable Agents and multi-agent systems; Explainable Machine Learning; and Cross-domain applied XAI. . 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v14127 606 $aMultiagent systems 606 $aMachine learning 606 $aCompilers (Computer programs) 606 $aNatural language processing (Computer science) 606 $aComputer science 606 $aComputers, Special purpose 606 $aMultiagent Systems 606 $aMachine Learning 606 $aCompilers and Interpreters 606 $aNatural Language Processing (NLP) 606 $aTheory of Computation 606 $aSpecial Purpose and Application-Based Systems 615 0$aMultiagent systems. 615 0$aMachine learning. 615 0$aCompilers (Computer programs). 615 0$aNatural language processing (Computer science). 615 0$aComputer science. 615 0$aComputers, Special purpose. 615 14$aMultiagent Systems. 615 24$aMachine Learning. 615 24$aCompilers and Interpreters. 615 24$aNatural Language Processing (NLP). 615 24$aTheory of Computation. 615 24$aSpecial Purpose and Application-Based Systems. 676 $a006.30285436 700 $aCalvaresi$b Davide$01426774 701 $aNajjar$b Amro$01426775 701 $aOmicini$b Andrea$01310442 701 $aAydogan$b Reyhan$01426776 701 $aCarli$b Rachele$01426777 701 $aCiatto$b Giovanni$01426778 701 $aMualla$b Yazan$01426779 701 $aämling$b Kary$01426780 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996550561503316 996 $aExplainable and Transparent AI and Multi-Agent Systems$93559164 997 $aUNISA