Explainable, Transparent Autonomous Agents and Multi-Agent Systems : Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, 2020, Revised Selected Papers / / edited by Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling
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| Titolo: |
Explainable, Transparent Autonomous Agents and Multi-Agent Systems : Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, 2020, Revised Selected Papers / / edited by Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling
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| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Edizione: | 1st ed. 2020. |
| Descrizione fisica: | 1 online resource (X, 155 p. 63 illus., 27 illus. in color.) |
| Disciplina: | 006.3 |
| 006.30285436 | |
| Soggetto topico: | Artificial intelligence |
| Computers | |
| Computer organization | |
| Application software | |
| Multiagent Systems | |
| Artificial Intelligence | |
| Information Systems and Communication Service | |
| Computer Systems Organization and Communication Networks | |
| Computer Appl. in Social and Behavioral Sciences | |
| Persona (resp. second.): | CalvaresiDavide |
| NajjarAmro | |
| WinikoffMichael | |
| FrämlingKary | |
| Nota di contenuto: | Explainable Agents -- Agent-Based Explanations in AI: Towards an Abstract Framework -- Agent EXPRI: Licence to Explain -- In-time Explainability in Multi-Agent Systems: Challenges, Opportunities, and Roadmap -- Cross Disciplinary XAI -- Decision Theory Meets Explainable AI -- Towards the Role of Theory of Mind in Explanation -- A Situation Awareness-Based Framework for Design and Evaluation of Explainable AI -- Explainable Machine Learning -- Towards Demystifying Subliminal Persuasiveness - Using XAI-Techniques to Highlight Persuasive Markers of Public Speeches -- Explainable Agents for Less Bias in Human-Agent Decision Making -- Demos -- Explainable Agents as Static Web Pages: A UAV Simulation Example. |
| Sommario/riassunto: | This book constitutes the proceedings of the Second International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems, EXTRAAMAS 2020, which was due to be held in Auckland, New Zealand, in May 2020. The conference was held virtually due to the COVID-19 pandemic. The 8 revised and extended papers were carefully selected from 20 submissions and are presented here with one demo paper. The papers are organized in the following topical sections: explainable agents; cross disciplinary XAI; explainable machine learning; demos. |
| Titolo autorizzato: | Explainable, Transparent Autonomous Agents and Multi-Agent Systems |
| ISBN: | 3-030-51924-4 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910413444203321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Lecture Notes in Artificial Intelligence ; ; 12175