Interactions in multiagent systems [electronic resource] : fairness, social optimality and individual rationality / Jianye Hao, Ho-fung Leung.
2016
QA76.76.I58
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Title
Interactions in multiagent systems [electronic resource] : fairness, social optimality and individual rationality / Jianye Hao, Ho-fung Leung.
Author
Hao, Jianye, author.
ISBN
9783662494707 (electronic book)
3662494701 (electronic book)
9783662494684
9787040441116 (Higher Education Press)
3662494701 (electronic book)
9783662494684
9787040441116 (Higher Education Press)
Published
Berlin : Springer ; Beijing : Higher Education Press, 2016.
Language
English
Description
1 online resource (ix, 178 pages) : illustrations.
Item Number
10.1007/978-3-662-49470-7 doi
Call Number
QA76.76.I58
Dewey Decimal Classification
006.3
Summary
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.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed April 19, 2016).
Added Author
Leung, Ho-Fung, author.
Available in Other Form
Print version: 9783662494684
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Table of Contents
Introduction
Background and Previous Work
Fairness in Cooperative Multiagent Systems
Social Optimality in Cooperative Multiagent Systems
Individual Rationality in Competitive Multiagent Systems
Social Optimality in Competitive Multiagent Systems
Conclusion.
Background and Previous Work
Fairness in Cooperative Multiagent Systems
Social Optimality in Cooperative Multiagent Systems
Individual Rationality in Competitive Multiagent Systems
Social Optimality in Competitive Multiagent Systems
Conclusion.