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

Nonfiction, Science & Nature, Mathematics, Game Theory, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality by Jianye Hao, Ho-fung Leung, Springer Berlin Heidelberg
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Author: Jianye Hao, Ho-fung Leung ISBN: 9783662494707
Publisher: Springer Berlin Heidelberg Publication: April 13, 2016
Imprint: Springer Language: English
Author: Jianye Hao, Ho-fung Leung
ISBN: 9783662494707
Publisher: Springer Berlin Heidelberg
Publication: April 13, 2016
Imprint: Springer
Language: English

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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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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