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245 1 0 _aExplainable and Transparent AI and Multi-Agent Systems
_h[electronic resource] :
_b6th International Workshop, EXTRAAMAS 2024, Auckland, New Zealand, May 6-10, 2024, Revised Selected Papers /
_cedited by Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydogan, Rachele Carli, Giovanni Ciatto, Joris Hulstijn, Kary Främling.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aX, 243 p. 79 illus., 70 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
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338 _aonline resource
_bcr
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347 _atext file
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490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v14847
505 0 _a -- User-centric XAI. -- Effect of Agent Explanations Using Warm and Cold Language on User Adoption of Recommendations for Bandit Problem. -- Evaluation of the User-centric Explanation Strategies for Interactive Recommenders. -- Can Interpretability Layouts Influence Human Perception of Offensive Sentences?. -- A Framework for Explainable Multi-purpose Virtual Assistants: A Nutrition-Focused Case Study. -- XAI and Reinforcement Learning. -- Learning Temporal Task Specifications From Demonstrations. -- Temporal Explanations for Deep Reinforcement Learning Agents. -- An Adaptive Interpretable Safe-RL Approach for Addressing Smart Grid Supply-side Uncertainties. -- Model-Agnostic Policy Explanations: Biased Sampling for Surrogate Models. -- Neuro-symbolic AI and Explainable Machine Learning. -- Explanation of Deep Learning Models via Logic Rules Enhanced by Embeddings Analysis, and Probabilistic Models. -- py ciu image: a Python library for Explaining Image Classification with Contextual Importance and Utility. -- Towards interactive and social explainable artificial intelligence for digital history. -- XAI & Ethics. -- Explainability and Transparency in Practice: A Comparison Between Corporate and National AI Ethics Guidelines in Germany and China. -- The Wildcard XAI: from a Necessity, to a Resource, to a Dangerous Decoy.
520 _aThis volume constitutes the papers of several workshops which were held in conjunction with the 6th International Workshop on Explainable and Transparent AI and Multi-Agent Systems, EXTRAAMAS 2024, in Auckland, New Zealand, during May 6-10, 2024. The 13 full papers presented in this book were carefully reviewed and selected from 25 submissions. The papers are organized in the following topical sections: User-centric XAI; XAI and Reinforcement Learning; Neuro-symbolic AI and Explainable Machine Learning; and XAI & Ethics.
541 _fUABC ;
_cPerpetuidad
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.
_0(orcid)0000-0001-9816-7439
_1https://orcid.org/0000-0001-9816-7439
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_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aNajjar, Amro.
_eeditor.
_0(orcid)0000-0001-7784-6176
_1https://orcid.org/0000-0001-7784-6176
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_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aOmicini, Andrea.
_eeditor.
_0(orcid)0000-0002-6655-3869
_1https://orcid.org/0000-0002-6655-3869
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_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aAydogan, Reyhan.
_eeditor.
_0(orcid)0000-0002-5260-9999
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700 1 _aCarli, Rachele.
_eeditor.
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700 1 _aCiatto, Giovanni.
_eeditor.
_0(orcid)0000-0002-1841-8996
_1https://orcid.org/0000-0002-1841-8996
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_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aHulstijn, Joris.
_eeditor.
_0(orcid)0000-0002-5476-1062
_1https://orcid.org/0000-0002-5476-1062
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aFrämling, Kary.
_eeditor.
_0(orcid)0000-0002-8078-5172
_1https://orcid.org/0000-0002-8078-5172
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031700736
776 0 8 _iPrinted edition:
_z9783031700750
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v14847
856 4 0 _zLibro electrónico
_uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-70074-3
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