Explainable, Transparent Autonomous Agents and Multi-Agent Systems First International Workshop, EXTRAAMAS 2019, Montreal, QC, Canada, May 13–14, 2019, Revised Selected Papers
tarafından
 
Calvaresi, Davide. editor. (orcid)0000-0001-9816-7439

Başlık
Explainable, Transparent Autonomous Agents and Multi-Agent Systems First International Workshop, EXTRAAMAS 2019, Montreal, QC, Canada, May 13–14, 2019, Revised Selected Papers

Yazar
Calvaresi, Davide. editor. (orcid)0000-0001-9816-7439

ISBN
9783030303914

Edisyon
1st ed. 2019.

Fiziksel Niteleme
X, 221 p. 66 illus., 38 illus. in color. online resource.

Seri
Lecture Notes in Artificial Intelligence ; 11763

İçindekiler
Explanation and Transparency -- Towards a transparent deep ensemble method based on multiagent Argumentation -- Effects of Agents' Transparency on Teamwork -- Explainable Robots -- Explainable Multi-Agent Systems through Blockchain Technology Authors -- Explaining Sympathetic Actions of Rational Agents -- Conversational Interfaces for Explainable AI: A Human-Centered Approach -- Opening the Black Box -- Explanations of Black-Box Model Predictions by Contextual Importance and Utility -- Explainable Artificial Intelligence based Heat Recycler Fault Detection in Air Handling Unit -- Explainable Agent Simulations -- Explaining Aggregate Behaviour in Cognitive Agent Simulations using Explanation -- BEN : An Agent Architecture for Explainable and Expressive Behavior in Social Simulation -- Planning and Argumentation -- Temporal Multiagent Plan Execution: Explaining what Happened -- Explainable Argumentation for Wellness Consultation -- Explainable AI and Cognitive Science -- How Cognitive Science Impacts AI and What We Can Learn From It.

Özet
This book constitutes the proceedings of the First International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems, EXTRAAMAS 2019, held in Montreal, Canada, in May 2019. The 12 revised and extended papers presented were carefully selected from 23 submissions. They are organized in topical sections on explanation and transparency; explainable robots; opening the black box; explainable agent simulations; planning and argumentation; explainable AI and cognitive science.

Konu Başlığı
Artificial intelligence.
 
Robotics.
 
Machine learning.
 
User interfaces (Computer systems).
 
Special purpose computers.
 
Multiagent Systems. https://scigraph.springernature.com/ontologies/product-market-codes/I21060
 
Robotics. https://scigraph.springernature.com/ontologies/product-market-codes/I21050
 
Machine Learning. https://scigraph.springernature.com/ontologies/product-market-codes/I21010
 
User Interfaces and Human Computer Interaction. https://scigraph.springernature.com/ontologies/product-market-codes/I18067
 
Special Purpose and Application-Based Systems. https://scigraph.springernature.com/ontologies/product-market-codes/I13030

Yazar Ek Girişi
Calvaresi, Davide.
 
Najjar, Amro.
 
Schumacher, Michael.
 
Främling, Kary.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-3-030-30391-4


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book428205-1001Q334 -342Springer E-Book Collection