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Item Details
Title: A CONCISE INTRODUCTION TO MULTIAGENT SYSTEMS AND DISTRIBUTED ARTIFICIAL INTELLIGENCE
By: Nikos Vlassis, Ronald Brachman, Thomas Dietterich
Format: Paperback

List price: £40.95


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ISBN 10: 1598295268
ISBN 13: 9781598295269
Publisher: MORGAN & CLAYPOOL PUBLISHERS
Pub. date: 29 June, 1905
Series: Synthesis Lectures on Artificial Intelligence and Machine Learning
Pages: 71
Description: 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 volume provides a concise introduction to the subject, covering the theoretical foundations as well as more recent developments in a coherent and readable manner.
Synopsis: 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.
Illustrations: 1, black & white illustrations
Publication: US
Imprint: Morgan & Claypool Publishers
Returns: Non-returnable
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