Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence / Edition 1

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Overview

This is the first comprehensive introduction to multiagent systems and contemporary distributed artificial intelligence that is suitable as a textbook. The book provides detailed coverage of basic topics as well as several closely related ones.

Unlike traditional textbooks, the book brings together many leading experts, guaranteeing a broad and diverse base of knowledge and expertise. It emphasizes aspects of both theory and application, and provides many illustrations and examples. Also included are thought-provoking exercises of varying degrees of difficulty and a twenty-page glossary of terms found in the study of agents, multiagent systems, and distributed artificial intelligence.

The book can be used for teaching as well as self-study, and is designed to meet the needs of both researchers and practitioners. In view of the interdisciplinary nature of the field, it will be a useful reference not only for computer scientists and engineers, but for social scientists and management and organization scientists as well.

Contributors: Gul A. Agha, Kathleen M. Carley,Jose Cuena, Edmund H. Durfee, Clarence Ellis, Les Gasser, Michael P. Georgeff, Michael N. Huhns,Toru Ishida, Nadeem Jamali, Sascha Ossowski, H. Van Dyke Parunak, Anand S. Rao, Tuomas W. Sandholm,Sandip Sen, Munindar P. Singh, Larry M. Stephens, Gerard Tel, Jacques Wainer, Gerhard Weiss, MichaelJ. Wooldridge, Makoto Yokoo.

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Product Details

Meet the Author

Gerhard Weiss is Professor and Chair of the Department of Knowledge Engineering at MaastrichtUniversity, the Netherlands.

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Table of Contents

Contributing Authors
Preface
Prologue 1
1 Intelligent Agents 27
2 Multiagent Systems and Societies of Agents 79
3 Distributed Problem Solving and Planning 121
4 Search Algorithms for Agents 165
5 Distributed Rational Decision Making 201
6 Learning in Multiagent Systems 259
7 Computational Organization Theory 299
8 Formal Methods in DAI: Logic-Based Representation and Reasoning 331
9 Industrial and Practical Applications of DAI 377
10 Groupware and Computer Supported Cooperative Work 425
11 Distributed Models for Decision Support 459
12 Concurrent Programming for DAI 505
13 Distributed Control Algorithms for AI 539
Glossary 583
Subject Index 609
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