Explainable, Transparent Autonomous Agents and Multi-Agent Systems : First International Workshop, EXTRAAMAS 2019, Montreal, QC, Canada, May 13-14, 2019, Revised Selected Papers / edited by Davide Calvaresi, Amro Najjar, Michael Schumacher, Kary Främling.

Format:

Book

Contributor:

Calvaresi, Davide, editor.

Najjar, Amro, editor.

Schumacher, Michael, editor.

Främling, Kary, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 11763.

Lecture Notes in Artificial Intelligence ; 11763

Language:

English

Subjects (All):

Artificial intelligence.

Robotics.

Machine learning.

User interfaces (Computer systems).

Computers, Special purpose.

Multiagent Systems.

Machine Learning.

User Interfaces and Human Computer Interaction.

Special Purpose and Application-Based Systems.

Local Subjects:

Multiagent Systems.

Robotics.

Machine Learning.

User Interfaces and Human Computer Interaction.

Special Purpose and Application-Based Systems.

Physical Description:

1 online resource (X, 221 pages) : 66 illustrations, 38 illustrations in color.

Edition:

First edition 2019.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2019.

System Details:

text file PDF

Summary:

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.

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.

Other Format:

Printed edition:

ISBN:

978-3-030-30391-4

9783030303914

Access Restriction:

Restricted for use by site license.