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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
서명 / 저자 Explainable and Transparent AI and Multi-Agent Systems [electronic resource] : 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.
저자명 Calvaresi, Davide. editor. (orcid)0000-0001-9816-7439 https://orcid.org/0000-0001-9816-7439 edt http://id.loc.gov/vocabulary/relators/edt ; Najjar, Amro. editor. (orcid)0000-0001-7784-6176 https://orcid.org/0000-0001-7784-6176 edt http://id.loc.gov/vocabulary/relators/edt ; Omicini, Andrea. editor. (orcid)0000-0002-6655-3869 https://orcid.org/0000-0002-6655-3869 edt http://id.loc.gov/vocabulary/relators/edt ; Aydogan, Reyhan. editor. (orcid)0000-0002-5260-9999 https://orcid.org/0000-0002-5260-9999 edt http://id.loc.gov/vocabulary/relators/edt ; Carli, Rachele. editor. (orcid)0000-0002-8689-285X https://orcid.org/0000-0002-8689-285X edt http://id.loc.gov/vocabulary/relators/edt ; Ciatto, Giovanni. editor. (orcid)0000-0002-1841-8996 https://orcid.org/0000-0002-1841-8996 edt http://id.loc.gov/vocabulary/relators/edt ; Mualla, Yazan. editor. (orcid)0000-0002-6772-6135 https://orcid.org/0000-0002-6772-6135 edt http://id.loc.gov/vocabulary/relators/edt ; Främling, Kary. editor. (orcid)0000-0002-8078-5172 https://orcid.org/0000-0002-8078-5172 edt http://id.loc.gov/vocabulary/relators/edt
단체명 SpringerLink (Online service)
판사항 1st ed. 2023.
발행사항 Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
총서명 Lecture Notes in Artificial Intelligence, 2945-9141 ; 14127
Online Access https://doi.org/10.1007/978-3-... URL

서지기타정보

서지기타정보
ISBN 9783031408786
기타 표준번호 10.1007/978-3-031-40878-6
청구기호 QA76.76.I58
형태사항 XII, 281 p. 69 illus., 47 illus. in color. online resource.
언어 English
내용 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.
주제 Multiagent systems.
Machine learning.
Compilers (Computer programs).
Natural language processing (Computer science).
Computer science.
Computers, Special purpose.
Multiagent Systems.
Machine Learning.
Compilers and Interpreters.
Natural Language Processing (NLP).
Theory of Computation.
Special Purpose and Application-Based Systems.
보유판 및 특별호 저록 Springer Nature eBook
Printed edition: 9783031408779 Printed edition: 9783031408793
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