Explainable and Transparent AI and Multi-Agent Systems 5th International Workshop, EXTRAAMAS 2023, London, UK, May 29, 2023, Revised Selected Papers
tarafından
 
Calvaresi, Davide. editor. (orcid)

Başlık
Explainable and Transparent AI and Multi-Agent Systems 5th International Workshop, EXTRAAMAS 2023, London, UK, May 29, 2023, Revised Selected Papers

Yazar
Calvaresi, Davide. editor. (orcid)

ISBN
9783031408786

Basım Bilgisi
1st ed. 2023.

Fiziksel Tanımlama
XII, 281 p. 69 illus., 47 illus. in color. online resource.

Seri
Lecture Notes in Artificial Intelligence, 14127

İçerik
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.

Yazar Ek Girişi
Calvaresi, Davide.
 
Najjar, Amro.
 
Omicini, Andrea.
 
Aydogan, Reyhan.
 
Carli, Rachele.
 
Ciatto, Giovanni.
 
Mualla, Yazan.
 
Främling, Kary.

Tüzel Kişi Ek Girişi
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-3-031-40878-6


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