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_aExplainable and Transparent AI and Multi-Agent Systems _h[electronic resource] : _b5th International Workshop, EXTRAAMAS 2023, London, UK, May 29, 2023, Revised Selected Papers / _cedited by Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydogan, Rachele Carli, Giovanni Ciatto, Yazan Mualla, Kary Främling. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aCham : _bSpringer Nature Switzerland : _bImprint: Springer, _c2023. |
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300 |
_aXII, 281 p. 69 illus., 47 illus. in color. _bonline resource. |
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490 | 1 |
_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v14127 |
|
505 | 0 | _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. | |
520 | _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. . | ||
650 | 0 | _aMultiagent systems. | |
650 | 0 | _aMachine learning. | |
650 | 0 | _aCompilers (Computer programs). | |
650 | 0 | _aNatural language processing (Computer science). | |
650 | 0 | _aComputer science. | |
650 | 0 | _aComputers, Special purpose. | |
650 | 1 | 4 | _aMultiagent Systems. |
650 | 2 | 4 | _aMachine Learning. |
650 | 2 | 4 | _aCompilers and Interpreters. |
650 | 2 | 4 | _aNatural Language Processing (NLP). |
650 | 2 | 4 | _aTheory of Computation. |
650 | 2 | 4 | _aSpecial Purpose and Application-Based Systems. |
700 | 1 |
_aCalvaresi, Davide. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aNajjar, Amro. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aOmicini, Andrea. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aAydogan, Reyhan. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aCarli, Rachele. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aCiatto, Giovanni. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aMualla, Yazan. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aFrämling, Kary. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031408779 |
776 | 0 | 8 |
_iPrinted edition: _z9783031408793 |
830 | 0 |
_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v14127 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-40878-6 |
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