An Introduction to MultiAgent Systems
Title | An Introduction to MultiAgent Systems PDF eBook |
Author | Michael Wooldridge |
Publisher | John Wiley & Sons |
Pages | 484 |
Release | 2009-06-22 |
Genre | Computers |
ISBN | 0470519460 |
The study of multi-agent systems (MAS) focuses on systems in which many intelligent agents interact with each other. These agents are considered to be autonomous entities such as software programs or robots. Their interactions can either be cooperative (for example as in an ant colony) or selfish (as in a free market economy). This book assumes only basic knowledge of algorithms and discrete maths, both of which are taught as standard in the first or second year of computer science degree programmes. A basic knowledge of artificial intelligence would useful to help understand some of the issues, but is not essential. The book’s main aims are: To introduce the student to the concept of agents and multi-agent systems, and the main applications for which they are appropriate To introduce the main issues surrounding the design of intelligent agents To introduce the main issues surrounding the design of a multi-agent society To introduce a number of typical applications for agent technology After reading the book the student should understand: The notion of an agent, how agents are distinct from other software paradigms (e.g. objects) and the characteristics of applications that lend themselves to agent-oriented software The key issues associated with constructing agents capable of intelligent autonomous action and the main approaches taken to developing such agents The key issues in designing societies of agents that can effectively cooperate in order to solve problems, including an understanding of the key types of multi-agent interactions possible in such systems The main application areas of agent-based systems
An Introduction to MultiAgent Systems
Title | An Introduction to MultiAgent Systems PDF eBook |
Author | Michael Wooldridge |
Publisher | John Wiley & Sons |
Pages | 386 |
Release | 2002-05-13 |
Genre | Computers |
ISBN |
This book will introduce students to intelligent agents, explain what these agents are, how they are constructed and how they can be made to co-operate effectively with one another in large-scale systems.
Issues in Multi-Agent Systems
Title | Issues in Multi-Agent Systems PDF eBook |
Author | Antonio Moreno |
Publisher | Springer Science & Business Media |
Pages | 229 |
Release | 2007-12-22 |
Genre | Computers |
ISBN | 376438543X |
Discover the latest developments and issues in multi-agent systems by exploring their applications in various domains such as electronic markets, e-tourism, ambience intelligence, and complex system analysis. The book is written by two researchers with hands-on experience in technology transfer. With their practical focus, they help you see how agent technology can be applied in many new services and environments.
Distributed Coordination of Multi-agent Networks
Title | Distributed Coordination of Multi-agent Networks PDF eBook |
Author | Wei Ren |
Publisher | Springer Science & Business Media |
Pages | 312 |
Release | 2010-11-30 |
Genre | Technology & Engineering |
ISBN | 0857291696 |
Distributed Coordination of Multi-agent Networks introduces problems, models, and issues such as collective periodic motion coordination, collective tracking with a dynamic leader, and containment control with multiple leaders, and explores ideas for their solution. Solving these problems extends the existing application domains of multi-agent networks; for example, collective periodic motion coordination is appropriate for applications involving repetitive movements, collective tracking guarantees tracking of a dynamic leader by multiple followers in the presence of reduced interaction and partial measurements, and containment control enables maneuvering of multiple followers by multiple leaders.
Software Engineering for Multi-Agent Systems IV
Title | Software Engineering for Multi-Agent Systems IV PDF eBook |
Author | Alessandro Garcia |
Publisher | Springer |
Pages | 267 |
Release | 2006-04-27 |
Genre | Computers |
ISBN | 3540335838 |
This book presents a coherent, well-balanced survey of recent advances in software engineering approaches to the design and analysis of realistic large-scale multi-agent systems (MAS). The chapters included are devoted to various techniques and methods used to cope with the complexity of real-world MAS. Reflecting the importance of agent properties in today's software systems, the power of agent-based software engineering is illustrated using examples that are representative of successful applications.
Multiagent Systems, second edition
Title | Multiagent Systems, second edition PDF eBook |
Author | Gerhard Weiss |
Publisher | MIT Press |
Pages | 917 |
Release | 2016-10-28 |
Genre | Computers |
ISBN | 0262533871 |
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
Software Engineering for Multi-Agent Systems V
Title | Software Engineering for Multi-Agent Systems V PDF eBook |
Author | Ricardo Choren |
Publisher | Springer |
Pages | 243 |
Release | 2007-08-22 |
Genre | Computers |
ISBN | 3540731318 |
The papers selected for this volume present advances in software engineering approaches to develop dependable high-quality multi-agent systems. These papers describe experiences and techniques associated with large multi-agent systems in a wide variety of problem domains. They cover fault tolerance, exception handling and diagnosis, security and trust, verification and validation, as well as early development phases and software reuse.