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Explainable and Transparent AI and Multi-Agent Systems : 5th International Workshop, EXTRAAMAS 2023, London, UK, May 29, 2023, Revised Selected Papers / edited by Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydogan, Rachele Carli, Giovanni Ciatto, Yazan Mualla, Kary Främling
(Lecture Notes in Artificial Intelligence. ISSN:29459141 ; 14127)

データ種別	電子ブック
版	1st ed. 2023.
出版者	(Cham : Springer Nature Switzerland : Imprint: Springer)
出版年	2023
大きさ	XII, 281 p. 69 illus., 47 illus. in color : online resource
著者標目	Calvaresi, Davide editor Najjar, Amro editor Omicini, Andrea editor Aydogan, Reyhan editor Carli, Rachele editor Ciatto, Giovanni editor Mualla, Yazan editor Främling, Kary editor SpringerLink (Online service)

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URL	巻　次	配架場所	請求記号	登録番号	コメント	刷　年	状　態	利用注記	ISBN	予約	請求メモ
URL		射水-電子	007	EB0002326	Computer Scinece R0 2005-6,2022-3				9783031408786

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一般注記	Explainable 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 This 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. HTTP:URL=https://doi.org/10.1007/978-3-031-40878-6
件　名	LCSH:Multiagent systems LCSH:Machine learning LCSH:Compilers (Computer programs) LCSH:Natural language processing (Computer science) LCSH:Computer science LCSH:Computers, Special purpose FREE:Multiagent Systems FREE:Machine Learning FREE:Compilers and Interpreters FREE:Natural Language Processing (NLP) FREE:Theory of Computation FREE:Special Purpose and Application-Based Systems
分　類	LCC:QA76.76.I58 DC23:006.30285436
書誌ID	EB00001714
ISBN	9783031408786