An Introduction to MultiAgent SystemsPaperback
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- Publisher: John Wiley & Sons Ltd
- Format: Paperback | 484 pages
- Dimensions: 188mm x 232mm x 30mm | 880g
- Publication date: 14 July 2009
- Publication City/Country: Chichester
- ISBN 10: 0470519460
- ISBN 13: 9780470519462
- Edition: 2, Revised
- Edition statement: 2nd Revised edition
- Sales rank: 229,103
The eagerly anticipated updated resource on one of the most important areas of research and development: multi-agent systems Multi-agent systems allow many intelligent agents to interact with each other, and this field of study has advanced at a rapid pace since the publication of the first edition of this book, which was nearly a decade ago. With this exciting new edition, the coverage of multi-agents is completely updated to include several areas that have come to prominence in the last several years, including auctions, computational social choice, and markov decision processes. In turn, a variety of topics that were initially considered critical have dwindled in importance, so the coverage of that subject matter is decreased with this new edition. The result of this redefined balance of coverage is a timely and essential resource on a popular topic. * Introduces you to the concept of agents and multi-agent systems and the main applications for which they are appropriate* Discusses the main issues surrounding the design of intelligent agents and a multi-agent society* Delves into a number of typical applications for agent technology* Addresses deductive reasoning agents, practical reasoning agents, reactive and hybrid agents, and more* Reviews multi-agent decision making, communication and cooperation, and intelligent autonomous agents By the end of the book, you will have a firm grasp on how agents are distinct from other software paradigms and understand the characteristics of applications that lend themselves to agent-oriented software.
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Michael Wooldridge is a Professor of Computer Science at the University of Liverpool, UK. He obtained his PhD in 1992 for work in the theory of multiagent systems and has, since then, been active in multiagent systems research.
"Nevertheless, despite these minor issues, this book is highly recommended to all socio-economic agent-based modellers, beginners or otherwise. Wooldridge's scope, rigor, and well-respected experience at the current coalface means there's plenty in here of interest for old-timers, while beginners can skip some of the maths and more bleeding-edge theory and concentrate easily on the implementation without loosing much." ( Appl. Spatial Analysis , 2011)
Back cover copy
"A thoroughly revised and updated book, written by one of the leading researchers in the field. This excellent book provides a wonderful introduction and a comprehensive exposition of the increasingly important field of multi-agent systems." --Professor Nick Jennings FREng Intelligence, Agents, Multimedia Group, Electronics and Computer Science, University of Southampton Multiagent systems are a new paradigm for understanding and building distributed systems, where it is assumed that the computational components are autonomous: able to control their own behaviour in the furtherance of their own goals. The first edition of "An Introduction to Multiagent Systems" was the first contemporary textbook in the area, and became the standard undergraduate reference work for the field. This second edition has been extended with substantial new material on recent developments in the field, and has been revised and updated throughout. It provides a comprehensive, coherent, and readable introduction to the theory and practice of multiagent systems, while presenting a wealth of discussion topics and pointers into more advanced issues for those wanting to dig deeper. Key new features include: dedicated new chapters on ontologies, voting, auctions, bargaining, coalition formation, and argumentation, reflecting recent research directions and new results; "mind maps" to illustrate key concepts and ideas - an essential study and revision aid; 590 literature references, revised, updated, and extended to reflect the state of the art in agent research and development. Designed and written specifically for computing undergraduates, the book comes with a rich repository of online teaching materials, including a complete set of lecture slides.
Table of contents
Preface. Acknowledgements. Part I Setting the Scene. 1 Introduction. 1.1 The Vision Thing. 1.2 Some Views of the Field. 1.3 Frequently Asked Questions (FAQ). Part II Intelligent Autonomous Agents. 2 Intelligent Agents. 2.1 Intelligent Agents. 2.2 Agents and Objects. 2.3 Agents and Expert Systems. 2.4 Agents as Intentional Systems. 2.5 Abstract Architectures for Intelligent Agents. 2.6 How to Tell an Agent What to Do. 3 Deductive Reasoning Agents. 3.1 Agents as Theorem Provers. 3.2 Agent-Oriented Programming. 3.3 Concurrent MetateM. 4 Practical Reasoning Agents. 4.1 Practical Reasoning=Deliberation+Means-Ends Reasoning. 4.2 Means-Ends Reasoning. 4.3 Implementing a Practical Reasoning Agent. 4.4 The Procedural Reasoning System. 5 Reactive and Hybrid Agents. 5.1 Reactive Agents. 5.2 Hybrid Agents. Part III Communication and Cooperation. 6 Understanding Each Other. 6.1 Ontology Fundamentals. 6.2 Ontology Languages. 6.3 RDF. 6.4 Constructing an Ontology. 6.5 Software Tools for Ontologies. 7 Communicating. 7.1 Speech Acts. 7.2 Agent Communication Languages. 8 Working Together. 8.1 Cooperative Distributed Problem Solving. 8.2 Task Sharing and Result Sharing. 8.3 Result Sharing. 8.4 Combining Task and Result Sharing. 8.5 Handling Inconsistency. 8.6 Coordination. 8.7 Multiagent Planning and Synchronization. 9 Methodologies. 9.1 When is an Agent-Based Solution Appropriate? 9.2 Agent-Oriented Analysis and Design. 9.3 Pitfalls of Agent Development. 9.4 Mobile Agents. 10 Applications. 10.1 Agents for Workflow and Business Process Management. 10.2 Agents for Distributed Sensing. 10.3 Agents for Information Retrieval and Management. 10.4 Agents for Electronic Commerce. 10.5 Agents for Human-Computer Interfaces. 10.6 Agents for Virtual Environments. 10.7 Agents for Social Simulation. 10.8 Agents for X. Part IV Multiagent Decision Making. 11 Multiagent Interactions. 11.1 Utilities and Preferences. 11.2 Setting the Scene. 11.3 Solution Concepts and Solution Properties. 11.4 Competitive and Zero-Sum Interactions. 11.5 The Prisoner's Dilemma. 11.6 Other Symmetric 2 x 2 Interactions. 11.7 Representing Multiagent Scenarios. 11.8 Dependence Relations in Multiagent Systems. 12 Making Group Decisions. 12.1 Social Welfare Functions and Social Choice Functions. 12.2 Voting Procedures. 12.3 Desirable Properties for Voting Procedures. 12.4 Strategic Manipulation. 13 Forming Coalitions. 13.1 Cooperative Games. 13.2 Computational and Representational Issues. 13.3 Modular Representations. 13.4 Representations for Simple Games. 13.5 Coalitional Games with Goals. 13.6 Coalition Structure Formation. 14 Allocating Scarce Resources. 14.1 Classifying Auctions. 14.2 Auctions for Single Items. 14.3 Combinatorial Auctions. 14.4 Auctions in Practice. 15 Bargaining. 15.1 Negotiation Parameters. 15.2 Bargaining for Resource Division. 15.3 Bargaining for Task Allocation. 15.4 Bargaining for Resource Allocation. 16 Arguing. 16.1 Types of Argument. 16.2 Abstract Argumentation. 16.3 Deductive Argumentation Systems. 16.4 Dialogue Systems. 16.5 Implemented Argumentation Systems. 17 Logical Foundations. 17.1 Logics for Knowledge and Belief. 17.2 Logics for Mental States. 17.3 Logics for Cooperation. 17.4 Putting Logic to Work. Part V Coda. A. A History Lesson. B. Afterword. Glossary of Key Terms. References. Index.