Multiagent Systems Second Edition

Multiagent Systems Second Edition Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Multiagent Systems Second Edition book. This book definitely worth reading, it is an incredibly well-written.

Multiagent Systems, second edition

Gerhard Weiss
Multiagent Systems second edition Book PDF

Author : Gerhard Weiss
Publisher : MIT Press
Page : 917 pages
File Size : 52,9 Mb
Release : 2016-10-28
Category : Computers
ISBN : 9780262533874

Get Book

Multiagent Systems, second edition by Gerhard Weiss Pdf

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

An Introduction to MultiAgent Systems

Michael Wooldridge
An Introduction to MultiAgent Systems Book PDF

Author : Michael Wooldridge
Publisher : John Wiley & Sons
Page : 484 pages
File Size : 52,9 Mb
Release : 2009-06-22
Category : Computers
ISBN : 9780470519462

Get Book

An Introduction to MultiAgent Systems by Michael Wooldridge Pdf

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

Michael Wooldridge
An Introduction to MultiAgent Systems Book PDF

Author : Michael Wooldridge
Publisher : John Wiley & Sons
Page : 386 pages
File Size : 49,5 Mb
Release : 2002-05-13
Category : Computers
ISBN : STANFORD:36105111813437

Get Book

An Introduction to MultiAgent Systems by Michael Wooldridge Pdf

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.

Multi-Agent Systems

Adelinde M. Uhrmacher,Danny Weyns
Multi Agent Systems Book PDF

Author : Adelinde M. Uhrmacher,Danny Weyns
Publisher : CRC Press
Page : 582 pages
File Size : 48,7 Mb
Release : 2018-10-08
Category : Computers
ISBN : 9781420070248

Get Book

Multi-Agent Systems by Adelinde M. Uhrmacher,Danny Weyns Pdf

Methodological Guidelines for Modeling and Developing MAS-Based Simulations The intersection of agents, modeling, simulation, and application domains has been the subject of active research for over two decades. Although agents and simulation have been used effectively in a variety of application domains, much of the supporting research remains scattered in the literature, too often leaving scientists to develop multi-agent system (MAS) models and simulations from scratch. Multi-Agent Systems: Simulation and Applications provides an overdue review of the wide ranging facets of MAS simulation, including methodological and application-oriented guidelines. This comprehensive resource reviews two decades of research in the intersection of MAS, simulation, and different application domains. It provides scientists and developers with disciplined engineering approaches to modeling and developing MAS-based simulations. After providing an overview of the field’s history and its basic principles, as well as cataloging the various simulation engines for MAS, the book devotes three sections to current and emerging approaches and applications. Simulation for MAS — explains simulation support for agent decision making, the use of simulation for the design of self-organizing systems, the role of software architecture in simulating MAS, and the use of simulation for studying learning and stigmergic interaction. MAS for Simulation — discusses an agent-based framework for symbiotic simulation, the use of country databases and expert systems for agent-based modeling of social systems, crowd-behavior modeling, agent-based modeling and simulation of adult stem cells, and agents for traffic simulation. Tools — presents a number of representative platforms and tools for MAS and simulation, including Jason, James II, SeSAm, and RoboCup Rescue. Complete with over 200 figures and formulas, this reference book provides the necessary overview of experiences with MAS simulation and the tools needed to exploit simulation in MAS for future research in a vast array of applications including home security, computational systems biology, and traffic management.

Layered Learning in Multiagent Systems

Peter Stone
Layered Learning in Multiagent Systems Book PDF

Author : Peter Stone
Publisher : MIT Press
Page : 300 pages
File Size : 54,5 Mb
Release : 2000-03-03
Category : Computers
ISBN : 0262264609

Get Book

Layered Learning in Multiagent Systems by Peter Stone Pdf

This book looks at multiagent systems that consist of teams of autonomous agents acting in real-time, noisy, collaborative, and adversarial environments. This book looks at multiagent systems that consist of teams of autonomous agents acting in real-time, noisy, collaborative, and adversarial environments. The book makes four main contributions to the fields of machine learning and multiagent systems. First, it describes an architecture within which a flexible team structure allows member agents to decompose a task into flexible roles and to switch roles while acting. Second, it presents layered learning, a general-purpose machine-learning method for complex domains in which learning a mapping directly from agents' sensors to their actuators is intractable with existing machine-learning methods. Third, the book introduces a new multiagent reinforcement learning algorithm—team-partitioned, opaque-transition reinforcement learning (TPOT-RL)—designed for domains in which agents cannot necessarily observe the state-changes caused by other agents' actions. The final contribution is a fully functioning multiagent system that incorporates learning in a real-time, noisy domain with teammates and adversaries—a computer-simulated robotic soccer team. Peter Stone's work is the basis for the CMUnited Robotic Soccer Team, which has dominated recent RoboCup competitions. RoboCup not only helps roboticists to prove their theories in a realistic situation, but has drawn considerable public and professional attention to the field of intelligent robotics. The CMUnited team won the 1999 Stockholm simulator competition, outscoring its opponents by the rather impressive cumulative score of 110-0.

Multi-agent Systems

Jacques Ferber
Multi agent Systems Book PDF

Author : Jacques Ferber
Publisher : Addison-Wesley Professional
Page : 536 pages
File Size : 47,9 Mb
Release : 1999
Category : Computers
ISBN : UOM:39015046507193

Get Book

Multi-agent Systems by Jacques Ferber Pdf

In this book, Jacques Ferber has brought together all the recent developments in the field of multi-agent systems - an area that has seen increasing interest and major developments over the last few years. The author draws on work carried out in various disciplines, including information technology, sociology and cognitive psychology to provide a coherent and instructive picture of the current state-of-the-art. The book introduces and defines the fundamental concepts that need to be understood, clearly describes the work that has been done, and invites readers to reflect upon the possibilities of the future.

Cooperative Control of Multi-Agent Systems

Frank L. Lewis,Hongwei Zhang,Kristian Hengster-Movric,Abhijit Das
Cooperative Control of Multi Agent Systems Book PDF

Author : Frank L. Lewis,Hongwei Zhang,Kristian Hengster-Movric,Abhijit Das
Publisher : Springer Science & Business Media
Page : 307 pages
File Size : 41,7 Mb
Release : 2013-12-31
Category : Technology & Engineering
ISBN : 9781447155744

Get Book

Cooperative Control of Multi-Agent Systems by Frank L. Lewis,Hongwei Zhang,Kristian Hengster-Movric,Abhijit Das Pdf

Cooperative Control of Multi-Agent Systems extends optimal control and adaptive control design methods to multi-agent systems on communication graphs. It develops Riccati design techniques for general linear dynamics for cooperative state feedback design, cooperative observer design, and cooperative dynamic output feedback design. Both continuous-time and discrete-time dynamical multi-agent systems are treated. Optimal cooperative control is introduced and neural adaptive design techniques for multi-agent nonlinear systems with unknown dynamics, which are rarely treated in literature are developed. Results spanning systems with first-, second- and on up to general high-order nonlinear dynamics are presented. Each control methodology proposed is developed by rigorous proofs. All algorithms are justified by simulation examples. The text is self-contained and will serve as an excellent comprehensive source of information for researchers and graduate students working with multi-agent systems.

Agents and Multi-Agent Systems in Construction

Chimay Anumba,Zhaomin Ren,O.O. Ugwu
Agents and Multi Agent Systems in Construction Book PDF

Author : Chimay Anumba,Zhaomin Ren,O.O. Ugwu
Publisher : Routledge
Page : 352 pages
File Size : 51,7 Mb
Release : 2007-04-11
Category : Architecture
ISBN : 9781134242658

Get Book

Agents and Multi-Agent Systems in Construction by Chimay Anumba,Zhaomin Ren,O.O. Ugwu Pdf

This book describes current advances and future directions in the theory and application of intelligent agents and multi-agent systems in the Architecture, Engineering and Construction (AEC) sector. It is the product of an international effort involving a network of construction IT and computing researchers, investigating different aspects of agent theory and applications. The contributed chapters cover different perspectives and application areas, and represent significant efforts to harness emerging technologies such as intelligent agents and multi-agent systems for improved business processes in the AEC sector. The first four chapters cover the theoretical foundations of agent technology whilst the remaining chapters deal with the application of agent-based systems in solving problems in the construction domain.

Understanding Agent Systems

Mark d'Inverno,Michael Luck
Understanding Agent Systems Book PDF

Author : Mark d'Inverno,Michael Luck
Publisher : Springer
Page : 201 pages
File Size : 50,5 Mb
Release : 2013-12-20
Category : Computers
ISBN : 9783662046074

Get Book

Understanding Agent Systems by Mark d'Inverno,Michael Luck Pdf

Mark d'Inverno and Michael Luck present a formal approach to dealing with agents and agent systems in this second edition of Understanding Agent Systems. The Z specification language is used to establish an accessible and unified formal account of agent systems and inter-agent relationships. In particular, the framework provides precise and unambiguous meanings for common concepts and terms for agent systems, allows for the description of alternative agent models and architectures, and serves as a foundation for subsequent development of increasingly refined agent concepts. The practicability of this approach is verified by applying the formal framework to three detailed case studies. The book will appeal equally to researchers, students, and professionals in industry.

Multiagent Systems

Magdi S. Mahmoud
Multiagent Systems Book PDF

Author : Magdi S. Mahmoud
Publisher : CRC Press
Page : 244 pages
File Size : 45,5 Mb
Release : 2020-03-20
Category : Computers
ISBN : 9781000078107

Get Book

Multiagent Systems by Magdi S. Mahmoud Pdf

Multiagent systems (MAS) are one of the most exciting and the fastest growing domains in the intelligent resource management and agent-oriented technology, which deals with modeling of autonomous decisions making entities. Recent developments have produced very encouraging results in the novel approach of handling multiplayer interactive systems. In particular, the multiagent system approach is adapted to model, control, manage or test the operations and management of several system applications including multi-vehicles, microgrids, multi-robots, where agents represent individual entities in the network. Each participant is modeled as an autonomous participant with independent strategies and responses to outcomes. They are able to operate autonomously and interact pro-actively with their environment. In recent works, the problem of information consensus is addressed, where a team of vehicles communicate with each other to agree on key pieces of information that enable them to work together in a coordinated fashion. The problem is challenging because communication channels have limited range and there are possibilities of fading and dropout. The book comprises chapters on synchronization and consensus in multiagent systems. It shows that the joint presentation of synchronization and consensus enables readers to learn about similarities and differences of both concepts. It reviews the cooperative control of multi-agent dynamical systems interconnected by a communication network topology. Using the terminology of cooperative control, each system is endowed with its own state variable and dynamics. A fundamental problem in multi-agent dynamical systems on networks is the design of distributed protocols that guarantee consensus or synchronization in the sense that the states of all the systems reach the same value. It is evident from the results that research in multiagent systems offer opportunities for further developments in theoretical, simulation and implementations. This book attempts to fill this gap and aims at presenting a comprehensive volume that documents theoretical aspects and practical applications.

Multi-Agent Programming:

Rafael H. Bordini,Mehdi Dastani,Jürgen Dix,Amal El Fallah Seghrouchni
Multi Agent Programming Book PDF

Author : Rafael H. Bordini,Mehdi Dastani,Jürgen Dix,Amal El Fallah Seghrouchni
Publisher : Springer Science & Business Media
Page : 389 pages
File Size : 45,5 Mb
Release : 2009-06-13
Category : Computers
ISBN : 9780387892993

Get Book

Multi-Agent Programming: by Rafael H. Bordini,Mehdi Dastani,Jürgen Dix,Amal El Fallah Seghrouchni Pdf

Multi-Agent Systems are a promising technology to develop the next generation open distributed complex software systems. The main focus of the research community has been on the development of concepts (concerning both mental and social attitudes), architectures, techniques, and general approaches to the analysis and specification of multi-agent systems. This contribution has been fragmented, without any clear way of “putting it all together”, rendering it inaccessible to students and young researchers, non-experts, and practitioners. Successful multi-agent systems development is guaranteed only if we can bridge the gap from analysis and design to effective implementation. Multi-Agent Programming: Languages, Tools and Applications presents a number of mature and influential multi-agent programming languages, platforms, development tools and methodologies, and realistic applications, summarizing the state of the art in an accessible manner for professionals and computer science students at all levels.

Multi-Agent Systems

Ariel Rosenfeld,Nimrod Talmon
Multi Agent Systems Book PDF

Author : Ariel Rosenfeld,Nimrod Talmon
Publisher : Springer Nature
Page : 292 pages
File Size : 51,9 Mb
Release : 2021-07-20
Category : Computers
ISBN : 9783030822545

Get Book

Multi-Agent Systems by Ariel Rosenfeld,Nimrod Talmon Pdf

This book constitutes the revised post-conference proceedings of the 18th European Conference on Multi-Agent Systems, EUMAS 2021. The conference was held online in June, 2021. 16 full papers are presented in this volume, each of which carefully reviewed and selected from a total of 51 submissions. The papers report on both early and mature research and cover a wide range of topics in the field of multi-agent systems.

Architecture-Based Design of Multi-Agent Systems

Danny Weyns
Architecture Based Design of Multi Agent Systems Book PDF

Author : Danny Weyns
Publisher : Springer Science & Business Media
Page : 224 pages
File Size : 55,6 Mb
Release : 2010-06-01
Category : Computers
ISBN : 9783642010644

Get Book

Architecture-Based Design of Multi-Agent Systems by Danny Weyns Pdf

Multi-agent systems are claimed to be especially suited to the development of software systems that are decentralized, can deal flexibly with dynamic conditions, and are open to system components that come and go. This is why they are used in domains such as manufacturing control, automated vehicles, and e-commerce markets. Danny Weyns' book is organized according to the postulate that "developing multi-agent systems is 95% software engineering and 5% multi-agent systems theory." He presents a software engineering approach for multi-agent systems that is heavily based on software architecture - with, for example, tailored patterns such as "situated agent", "virtual environment", and "selective perception" - and on middleware for distributed coordination – with programming abstractions such as "views" and "roles." Next he shows the feasibility and applicability of this approach with the development of an automated transportation system consisting of a number of automatic guided vehicles transporting loads in an industrial setting. Weyns puts the development of multi-agent systems into a larger perspective with traditional software engineering approaches. With this, he opens up opportunities to exploit the body of knowledge developed in the multi-agent systems community to tackle some of the difficult challenges of modern-day software systems, such as decentralized control, location-awareness, self-adaption, and large-scale. Thus his book is of interest for both researchers and industrial software engineers who develop applications in areas such as distributed control systems and mobile applications where such requirements are of crucial importance.

Distributed Cooperative Control of Multi-agent Systems

Wenwu Yu,Guanghui Wen,Guanrong Chen,Jinde Cao
Distributed Cooperative Control of Multi agent Systems Book PDF

Author : Wenwu Yu,Guanghui Wen,Guanrong Chen,Jinde Cao
Publisher : John Wiley & Sons
Page : 254 pages
File Size : 41,5 Mb
Release : 2017-05-01
Category : Science
ISBN : 9781119246206

Get Book

Distributed Cooperative Control of Multi-agent Systems by Wenwu Yu,Guanghui Wen,Guanrong Chen,Jinde Cao Pdf

A detailed and systematic introduction to the distributed cooperative control of multi-agent systems from a theoretical, network perspective Features detailed analysis and discussions on the distributed cooperative control and dynamics of multi-agent systems Covers comprehensively first order, second order and higher order systems, swarming and flocking behaviors Provides a broad theoretical framework for understanding the fundamentals of distributed cooperative control

Infrastructure for Agents, Multi-Agent Systems, and Scalable Multi-Agent Systems

Tom Wagner,Omer F. Rana
Infrastructure for Agents Multi Agent Systems and Scalable Multi Agent Systems Book PDF

Author : Tom Wagner,Omer F. Rana
Publisher : Springer
Page : 314 pages
File Size : 44,9 Mb
Release : 2003-08-06
Category : Computers
ISBN : 9783540477723

Get Book

Infrastructure for Agents, Multi-Agent Systems, and Scalable Multi-Agent Systems by Tom Wagner,Omer F. Rana Pdf

Building research grade multi-agent systems usually involves a broad variety of software infrastructure ingredients like planning, scheduling, coordination, communication, transport, simulation, and module integration technologies and as such constitutes a great challenge to the individual researcher active in the area. The book presents a collection of papers on approaches that will help make deployed and large scale multi-agent systems a reality. The first part focuses on available infrastructure and requirements for constructing research-grade agents and multi-agent systems. The second part deals with support in infrastructure and software development methods for multi-agent systems that can directly support coordination and management of large multi-agent communities; performance analysis and scalability techniques are needed to promote deployment of multi-agent systems to professionals in software engineering and information technology.