Skip to main navigation Skip to main content
info(at)avldigital.remove-this.de
Deutsch English
Last searches

Results for *

Displaying results 1 to 1 of 1.

  1. Explainable and transparent AI and multi-agent systems
    5th international workshop, EXTRAAMAS 2023, London, UK, May 29, 2023 : revised selected papers
    Contributor: Calvaresi, Davide (HerausgeberIn); Najjar, Amro (HerausgeberIn); Omicini, Andrea (HerausgeberIn); Aydogan, Reyhan (HerausgeberIn); Carli, Rachele (HerausgeberIn); Ciatto, Giovanni (HerausgeberIn); Mualla, Yazan (HerausgeberIn); Främling, Kary (HerausgeberIn)
    Published: [2023]; © 2023
    Publisher:  Springer, Cham

    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... more

    Location:
    Technische Informationsbibliothek (TIB) / Leibniz-Informationszentrum Technik und Naturwissenschaften und Universitätsbibliothek
    Signature:
    RN 2835(14127)
    Inter-library loan:
    No loan of volumes, only paper copies will be sent

    Location:
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Bibliothek
    Inter-library loan:
    No inter-library loan

     

    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

     
    Export to reference management software   RIS file
      BibTeX file
    Content information
    Cover (lizenzpflichtig)
    Source: Union catalogues
    Contributor: Calvaresi, Davide (HerausgeberIn); Najjar, Amro (HerausgeberIn); Omicini, Andrea (HerausgeberIn); Aydogan, Reyhan (HerausgeberIn); Carli, Rachele (HerausgeberIn); Ciatto, Giovanni (HerausgeberIn); Mualla, Yazan (HerausgeberIn); Främling, Kary (HerausgeberIn)
    Language: English
    Media type: Conference proceedings
    Format: Print
    ISBN: 9783031408779
    Corporations / Congresses: EXTRAAMAS, 5. (2023, London)
    Series: Array ; 14127
    Subjects: Artificial intelligence; COM094000; COMPUTERS / Artificial Intelligence; COMPUTERS / Compilers; COMPUTERS / Expert Systems; COMPUTERS / Machine Theory; COMPUTERS / Natural Language Processing; Compiler und Übersetzer; Compilers; Expert systems / knowledge-based systems; Künstliche Intelligenz; Machine learning; Maschinelles Lernen; Mathematical theory of computation; Natural language & machine translation; Natürliche Sprachen und maschinelle Übersetzung; Theoretische Informatik; Wissensbasierte Systeme, Expertensysteme
    Scope: xii, 280 Seiten, Diagramme
    Notes:

    Literaturangaben

    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.