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A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence eBook
$40.00 Original price was: $40.00.$25.00Current price is: $25.00.
By: Nikos Vlassis
Publisher: Morgan & Claypool Publishers
Print ISBN: 9781598295269, 1598295268
eText ISBN: 9781598295276, 1598295276
Format: Fixed
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SKU: 9781598295276
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eText ISBN: 9781598295276
SKU: 9781598295276
Category: Trending
Tags: Computers, Intelligence (AI) & Semantics
Print ISBN: 9781598295269
Multiagent systems is an expanding field that blends classical fields like game theory and decentralized control with modern fields like computer science and machine learning. This monograph provides a concise introduction to the subject, covering the theoretical foundations as well as more recent developments in a coherent and readable manner. The text is centered on the concept of an agent as decision maker. Chapter 1 is a short introduction to the field of multiagent systems. Chapter 2 covers the basic theory of singleagent decision making under uncertainty. Chapter 3 is a brief introduction to game theory, explaining classical concepts like Nash equilibrium. Chapter 4 deals with the fundamental problem of coordinating a team of collaborative agents. Chapter 5 studies the problem of multiagent reasoning and decision making under partial observability. Chapter 6 focuses on the design of protocols that are stable against manipulations by self-interested agents. Chapter 7 provides a short introduction to the rapidly expanding field of multiagent reinforcement learning. The material can be used for teaching a half-semester course on multiagent systems covering, roughly, one chapter per lecture.
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