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Interactions in multiagent systemsfa...

Hao, Jianye.

Interactions in multiagent systemsfairness, social optimality and individual rationality /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Interactions in multiagent systemsby Jianye Hao, Ho-fung Leung.
Reminder of title:	fairness, social optimality and individual rationality /
Author:	Hao, Jianye.
other author:	Leung, Ho-fung.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg :2016.
Description:	ix, 178 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Multiagent systems.
Online resource:	http://dx.doi.org/10.1007/978-3-662-49470-7
ISBN:	9783662494707$q(electronic bk.)

Interactions in multiagent systemsfairness, social optimality and individual rationality /
Hao, Jianye.

Interactions in multiagent systemsfairness, social optimality and individual rationality /[electronic resource] :by Jianye Hao, Ho-fung Leung. - Berlin, Heidelberg :Springer Berlin Heidelberg :2016. - ix, 178 p. :ill. (some col.), digital ;24 cm.

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.

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.

ISBN: 9783662494707$q(electronic bk.)

Standard No.: 10.1007/978-3-662-49470-7doiSubjects--Topical Terms:

484868
Multiagent systems.

LC Class. No.: QA76.76.I58

Dewey Class. No.: 006.3

Interactions in multiagent systemsfairness, social optimality and individual rationality /
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505 0 $a 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.
520 $a 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.
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