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Jie Chen - Distributed Artificial Intelligence: Third International Conference, DAI 2021, Shanghai, China, December 17–18, 2021, Proceedings

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Jie Chen Distributed Artificial Intelligence: Third International Conference, DAI 2021, Shanghai, China, December 17–18, 2021, Proceedings

Distributed Artificial Intelligence: Third International Conference, DAI 2021, Shanghai, China, December 17–18, 2021, Proceedings: summary, description and annotation

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This book constitutes the refereed proceedings of the Third International Conference on Distributed Artificial Intelligence, DAI 2021, held in Shanghai, China, in December 2021.

The 15 full papers presented in this book were carefully reviewed and selected from 31 submissions. DAI aims at bringing together international researchers and practitioners in related areas including general AI, multiagent systems, distributed learning, computational game theory, etc., to provide a single, high-profile, internationally renowned forum for research in the theory and practice of distributed AI.

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Book cover of Distributed Artificial Intelligence Volume 13170 Lecture Notes - photo 1
Book cover of Distributed Artificial Intelligence
Volume 13170
Lecture Notes in Computer Science Lecture Notes in Artificial Intelligence
Series Editors
Randy Goebel
University of Alberta, Edmonton, Canada
Wolfgang Wahlster
DFKI, Berlin, Germany
Zhi-Hua Zhou
Nanjing University, Nanjing, China
Founding Editor
Jrg Siekmann
DFKI and Saarland University, Saarbrcken, Germany

More information about this subseries at https://link.springer.com/bookseries/1244

Editors
Jie Chen , Jrme Lang , Christopher Amato and Dengji Zhao
Distributed Artificial Intelligence
Third International Conference, DAI 2021, Shanghai, China, December 1718, 2021, Proceedings
Logo of the publisher Editors Jie Chen Tongji University Shanghai China - photo 2
Logo of the publisher
Editors
Jie Chen
Tongji University, Shanghai, China
Jrme Lang
Lamsade Bureau, Universit Paris-Dauphine, Paris Cedex 16, France
Christopher Amato
Khoury College of Computer Sciences, Northeastern University, Boston, MA, USA
Dengji Zhao
ShanghaiTech University, Shanghai, China
ISSN 0302-9743 e-ISSN 1611-3349
Lecture Notes in Computer Science Lecture Notes in Artificial Intelligence
ISBN 978-3-030-94661-6 e-ISBN 978-3-030-94662-3
https://doi.org/10.1007/978-3-030-94662-3
Springer Nature Switzerland AG 2022
This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AG

The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Preface

Lately, there has been tremendous growth in the field of artificial intelligence (AI) in general and in multi-agent systems research in particular. Problems arise where decisions are no longer made by a center but by autonomous and distributed agents. Such decision problems have been recognized as a central research agenda in AI and a fundamental problem in multi-agent systems. Resolving these problems requires that different scientific communities interact with each other, calling for collaboration and raising further important interdisciplinary questions. Against this background, a new conference, the International Conference on Distributed Artificial Intelligence (DAI), has been organized since 2019. DAI aims at bringing together international researchers and practitioners in related areas including general AI, multi-agent systems, distributed learning, computational game theory, etc., to provide a high-profile, internationally renowned forum for research in the theory and practice of distributed AI.

This year, we received 31 submissions. Despite the relatively small number of submissions, the authors represented various countries including China, the USA, Israel, Italy, Germany, the UK, and New Zealand. Each paper was assigned to three Program Committee (PC) members. We ensured that each paper received at least three reviews. Given the reviews, the final decisions were made based on the discussion and consensus of the Program Committee with the chairs.

After the first round of reviewing, 10 out of 31 papers were accepted. Since there was a good number of borderline papers with reasonably good support from the reviewers, we decided to give conditional acceptance to another five borderline papers which were significantly revised by the authors according to the reviews and were reviewed again by the chairs before being accepted. The topics of the accepted papers include reinforcement learning, multi-agent learning, distributed learning systems, deep learning, applications of game theory, multi-robot systems, human-agent interaction, signaling and information design, etc.

We were delighted to have Craig Boutilier (Google Research, USA), Bart Selman (Cornell University, USA), and Julie Shah (Massachusetts Institute of Technology, USA) to offer us great keynote, and also to have Adam Tauman Kalai (Microsoft Research, USA), Olga Megorskaya (Tolaka, Russia), and Osher Yadgar (Amdocs, Israel) to offer us great talks from industry.

Lastly, we would like to sincerely thank the conference committee and the Program Committee for their great help in making DAI 2021 another successful event.

Christopher Amato
Dengji Zhao
Jie Chen
Jrme Lang
December 2021
Organization
General Chairs
Jie Chen

Tongji University, China

Jrme Lang

Universit Paris-Dauphine, France

Program Committee Chairs
Christopher Amato

Northeastern University, USA

Dengji Zhao

ShanghaiTech University, China

Program Committee
Bo An

Nanyang Technological University, Singapore

Haris Aziz

University of New South Wales, Australia

Haitham BouAmmar

Huawei Noahs Ark Lab and University College London, UK

Mithun Chakraborty

University of Michigan, USA

Jilles Dibangoye

INSA Lyon, France

Maria Gini

University of Minnesota, USA

Jianye Hao

Tianjin University and Huawei Noahs Ark Lab, China

Guifei Jiang

Nankai University, China

Priel Levy

Bar Ilan University, Israel

Xudong Luo

Guangxi Normal University, China

Reuth Mirsky

University of Texas at Austin, USA

Weiran Shen

Renmin University of China, China

Zheng Tian

University College London, UK

Chongjun Wang

Nanjing University, China

Feng Wu

University of Science and Technology of China, China

Chao Yu

Sun Yat-sen University, China

Chongjie Zhang

Tsinghua University, China

Weinan Zhang

Shanghai Jiao Tong University, China

Zongzhang Zhang

Nanjing University, China

Ming Zhou

Shanghai Jiao Tong University, China

Contents
Jamie Nachbar and Haifeng Xu
Tong Sang , Hongyao Tang , Jianye Hao , Yan Zheng and Zhaopeng Meng
Hangyu Mao , Chao Wang , Xiaotian Hao , Yihuan Mao , Yiming Lu , Chengjie Wu , Jianye Hao , Dong Li and Pingzhong Tang
Tianze Zhou , Fubiao Zhang , Pan Tang and Chenfei Wang
Atena M. Tabakhi , William Yeoh and Roie Zivan
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