Multiagent Systems, second edition

Voorkant
Gerhard Weiss
MIT Press, 28 okt 2016 - 920 pagina's
The new edition of an introduction to multiagent systems that captures the state of the art in both theory and practice, suitable as textbook or reference.

Multiagent systems are made up of multiple interacting intelligent agents—computational entities to some degree autonomous and able to cooperate, compete, communicate, act flexibly, and exercise control over their behavior within the frame of their objectives. They are the enabling technology for a wide range of advanced applications relying on distributed and parallel processing of data, information, and knowledge relevant in domains ranging from industrial manufacturing to e-commerce to health care. This book offers a state-of-the-art introduction to multiagent systems, covering the field in both breadth and depth, and treating both theory and practice. It is suitable for classroom use or independent study.

This second edition has been completely revised, capturing the tremendous developments in multiagent systems since the first edition appeared in 1999. Sixteen of the book's seventeen chapters were written for this edition; all chapters are by leaders in the field, with each author contributing to the broad base of knowledge and experience on which the book rests.

The book covers basic concepts of computational agency from the perspective of both individual agents and agent organizations; communication among agents; coordination among agents; distributed cognition; development and engineering of multiagent systems; and background knowledge in logics and game theory. Each chapter includes references, many illustrations and examples, and exercises of varying degrees of difficulty. The chapters and the overall book are designed to be self-contained and understandable without additional material. Supplemental resources are available on the book's Web site.

Contributors
Rafael Bordini, Felix Brandt, Amit Chopra, Vincent Conitzer, Virginia Dignum, Jürgen Dix, Ed Durfee, Edith Elkind, Ulle Endriss, Alessandro Farinelli, Shaheen Fatima, Michael Fisher, Nicholas R. Jennings, Kevin Leyton-Brown, Evangelos Markakis, Lin Padgham, Julian Padget, Iyad Rahwan, Talal Rahwan, Alex Rogers, Jordi Sabater-Mir, Yoav Shoham, Munindar P. Singh, Kagan Tumer, Karl Tuyls, Wiebe van der Hoek, Laurent Vercouter, Meritxell Vinyals, Michael Winikoff, Michael Wooldridge, Shlomo Zilberstein

 

Inhoudsopgave

Intelligent Agents
3
An excerpt of the organization ontology
42
143
50
Multiagent Organizations
51
7
73
10
79
14
85
Agent Communication
101
Trust and Reputation in Multiagent Systems
381
Exercises
414
Multiagent Learning
423
101
483
Multiagent Planning Control and Execution
485
5
506
Correlated Joint Controllers
519
Optimizing FixedSize Controllers Using
526

Agent Communication
102
1
104
Sequence Diagrams
111
5
117
5
120
7
125
Negotiation and Bargaining
143
2
163
References
171
Argumentation among Agents
177
Computational Social Choice
213
Computational Coalition Formation
250
Mechanism Design and Auctions
285
Computational Coalition Formation
329
4
343
1
353
7
532
References
539
Distributed Constraint Handling and Optimization
547
Programming Multiagent Systems
587
Specification and Verification of Multiagent Systems
641
AgentOriented Software Engineering
695
Logics for Multiagent Systems
761
References
800
GameTheoretic Foundations of Multiagent Systems
811
ExtensiveForm Games
828
4
835
5
841
Subject Index
849
549
856
Copyright

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Over de auteur (2016)

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

Yoav Shoham is Professor of Computer Science at Stanford University.

Rafael H. Bordini is Associate Professor in the Faculty of Informatics at Pontificia Universidade Católica de Rio Grande do Sui (Brazil).

Jürgen Dix is Associate Professor of Computer Science at The University of Manchester, England.

Jürgen Dix is Associate Professor of Computer Science at The University of Manchester, England.

Bibliografische gegevens