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Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality

  • Jianye Hao
  • Ho-fung Leung

Table of contents

  1. Front Matter
    Pages i-ix
  2. Jianye Hao, Ho-fung Leung
    Pages 1-5
  3. Jianye Hao, Ho-fung Leung
    Pages 7-25
  4. Jianye Hao, Ho-fung Leung
    Pages 27-70
  5. Jianye Hao, Ho-fung Leung
    Pages 71-113
  6. Jianye Hao, Ho-fung Leung
    Pages 115-142
  7. Jianye Hao, Ho-fung Leung
    Pages 143-170
  8. Jianye Hao, Ho-fung Leung
    Pages 171-173
  9. Back Matter
    Pages 175-178

About this book

Introduction

This book mainly aims at solving the problems in both cooperative and competitive multi-agent systems (MASs), exploring aspects such as how agents can effectively learn to achieve the shared optimal solution based on their local information and how they can learn to increase their individual utility by exploiting the weakness of their opponents. The book describes fundamental and advanced techniques of how multi-agent systems can be engineered towards the goal of ensuring fairness, social optimality, and individual rationality; a wide range of further relevant topics are also covered both theoretically and experimentally. The book will be beneficial to researchers in the fields of multi-agent systems, game theory and artificial intelligence in general, as well as practitioners developing practical multi-agent systems.

Keywords

Competitive Multi-agent Systems Cooperative Multi-agent Systems Fairness Individual Rationality Multi-agent Systems (MASs) Social Optimality

Authors and affiliations

  • Jianye Hao
    • 1
  • Ho-fung Leung
    • 2
  1. 1.School of Computer SoftwareTianjin UniversityTianjinChina
  2. 2.Department of Computer Sci. and Eng.The Chinese University of Hong KongHong KongChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-49470-7
  • Copyright Information Higher Education Press, Beijing and Springer-Verlag Berlin Heidelberg 2016
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-662-49468-4
  • Online ISBN 978-3-662-49470-7
  • Buy this book on publisher's site