Explainable and Transparent AI and Multi-Agent Systems

Explainable and Transparent AI and Multi-Agent Systems
Author: Davide Calvaresi
Publisher: Springer Nature
Total Pages: 345
Release: 2021-07-16
Genre: Computers
ISBN: 3030820173

This book constitutes the proceedings of the Third International Workshop on Explainable, Transparent AI and Multi-Agent Systems, EXTRAAMAS 2021, which was held virtually due to the COVID-19 pandemic. The 19 long revised papers and 1 short contribution were carefully selected from 32 submissions. The papers are organized in the following topical sections: XAI & machine learning; XAI vision, understanding, deployment and evaluation; XAI applications; XAI logic and argumentation; decentralized and heterogeneous XAI.

Explainable and Transparent AI and Multi-Agent Systems

Explainable and Transparent AI and Multi-Agent Systems
Author: Davide Calvaresi
Publisher: Springer Nature
Total Pages: 242
Release: 2022-09-22
Genre: Computers
ISBN: 3031155653

This book constitutes the refereed proceedings of the 4th International Workshop on Explainable and Transparent AI and Multi-Agent Systems, EXTRAAMAS 2022, held virtually during May 9–10, 2022. The 14 full papers included in this book were carefully reviewed and selected from 25 submissions. They were organized in topical sections as follows: explainable machine learning; explainable neuro-symbolic AI; explainable agents; XAI measures and metrics; and AI & law.

Explainable, Transparent Autonomous Agents and Multi-Agent Systems

Explainable, Transparent Autonomous Agents and Multi-Agent Systems
Author: Davide Calvaresi
Publisher: Springer Nature
Total Pages: 221
Release: 2019-09-10
Genre: Computers
ISBN: 3030303918

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.

Explainable and Transparent AI and Multi-Agent Systems

Explainable and Transparent AI and Multi-Agent Systems
Author: Davide Calvaresi
Publisher: Springer
Total Pages: 0
Release: 2024-10-08
Genre: Computers
ISBN: 9783031700736

This volume constitutes the papers of several workshops which were held in conjunction with the 6th International Workshop on Explainable and Transparent AI and Multi-Agent Systems, EXTRAAMAS 2024, in Auckland, New Zealand, during May 6–10, 2024. The 13 full papers presented in this book were carefully reviewed and selected from 25 submissions. The papers are organized in the following topical sections: User-centric XAI; XAI and Reinforcement Learning; Neuro-symbolic AI and Explainable Machine Learning; and XAI & Ethics.

Explainable and Transparent AI and Multi-Agent Systems

Explainable and Transparent AI and Multi-Agent Systems
Author: Davide Calvaresi
Publisher:
Total Pages: 0
Release: 2021
Genre:
ISBN: 9783030820183

This book constitutes the proceedings of the Third International Workshop on Explainable, Transparent AI and Multi-Agent Systems, EXTRAAMAS 2021, which was held virtually due to the COVID-19 pandemic. The 19 long revised papers and 1 short contribution were carefully selected from 32 submissions. The papers are organized in the following topical sections: XAI & machine learning; XAI vision, understanding, deployment and evaluation; XAI applications; XAI logic and argumentation; decentralized and heterogeneous XAI.

Explainable, Transparent Autonomous Agents and Multi-Agent Systems

Explainable, Transparent Autonomous Agents and Multi-Agent Systems
Author: Davide Calvaresi
Publisher: Springer
Total Pages: 0
Release: 2019-09-11
Genre: Computers
ISBN: 9783030303907

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.

Explainable, Transparent Autonomous Agents and Multi-Agent Systems

Explainable, Transparent Autonomous Agents and Multi-Agent Systems
Author: Davide Calvaresi
Publisher: Springer Nature
Total Pages: 161
Release: 2020-07-07
Genre: Computers
ISBN: 3030519244

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.