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

• Corporate Author: SpringerLink (Online service)
• Other Authors: Calvaresi, Davide (Editor, http://id.loc.gov/vocabulary/relators/edt), Najjar, Amro (Editor, http://id.loc.gov/vocabulary/relators/edt), Schumacher, Michael (Editor, http://id.loc.gov/vocabulary/relators/edt), Främling, Kary (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Lecture Notes in Artificial Intelligence ; 11763
• Subjects: Artificial intelligence.; Robotics.; Machine learning.; User interfaces (Computer systems).; Special purpose computers.; Multiagent Systems.; Machine Learning.; User Interfaces and Human Computer Interaction.; Special Purpose and Application-Based Systems.

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 o...

Table of Contents:

• 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.