Multi Agent System

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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 : 48,6 Mb
Release : 2009-06-22
Category : Computers
ISBN : 9780470519462

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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

Multi-Agent Oriented Programming

Olivier Boissier,Rafael H. Bordini,Jomi Hubner,Alessandro Ricci
Multi Agent Oriented Programming Book PDF

Author : Olivier Boissier,Rafael H. Bordini,Jomi Hubner,Alessandro Ricci
Publisher : MIT Press
Page : 261 pages
File Size : 54,5 Mb
Release : 2020-09-15
Category : Computers
ISBN : 9780262360661

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Multi-Agent Oriented Programming by Olivier Boissier,Rafael H. Bordini,Jomi Hubner,Alessandro Ricci Pdf

The main concepts and techniques of multi-agent oriented programming, which supports the multi-agent systems paradigm at the programming level. A multi-agent system is an organized ensemble of autonomous, intelligent, goal-oriented entities called agents, communicating with each other and interacting within an environment. This book introduces the main concepts and techniques of multi-agent oriented programming, (MAOP) which supports the multi-agent systems paradigm at the programming level. MAOP provides a structured approach based on three integrated dimensions, which the book examines in detail: the agent dimension, used to design the individual (interacting) entities; the environment dimension, which allows the development of shared resources and connections to the real world; and the organization dimension, which structures the interactions among the autonomous agents and the shared environment.

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 : 53,5 Mb
Release : 2018-10-08
Category : Computers
ISBN : 9781420070248

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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.

Multi-agent Systems

Jacques Ferber
Multi agent Systems Book PDF

Author : Jacques Ferber
Publisher : Addison-Wesley Professional
Page : 536 pages
File Size : 45,6 Mb
Release : 1999
Category : Computers
ISBN : UOM:39015046507193

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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.

Multi-agent Systems

Jorge Rocha
Multi agent Systems Book PDF

Author : Jorge Rocha
Publisher : BoD – Books on Demand
Page : 216 pages
File Size : 41,8 Mb
Release : 2017-09-13
Category : Computers
ISBN : 9789535135357

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Multi-agent Systems by Jorge Rocha Pdf

Multi-agent system (MAS) is an expanding field in science and engineering. It merges classical fields like game theory with modern ones like machine learning and computer science. This book provides a succinct introduction to the subject, covering the theoretical fundamentals as well as the latter developments in a coherent and clear manner. The book is centred on practical applications rather than introductory topics. Although it occasionally makes reference to the concepts involved, it will do so primarily to clarify real-world applications. The inner chapters cover a wide spectrum of issues related to MAS uses, which include collision avoidance, automotive applications, evacuation simulation, emergence analyses, cooperative control, context awareness, data (image) mining, resilience enhancement and the management of a single-user multi-robot.

Ontology-Based Multi-Agent Systems

Maja Hadzic,Elizabeth J. Chang,Pornpit Wongthongtham
Ontology Based Multi Agent Systems Book PDF

Author : Maja Hadzic,Elizabeth J. Chang,Pornpit Wongthongtham
Publisher : Springer
Page : 274 pages
File Size : 47,5 Mb
Release : 2009-07-07
Category : Mathematics
ISBN : 9783642019043

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Ontology-Based Multi-Agent Systems by Maja Hadzic,Elizabeth J. Chang,Pornpit Wongthongtham Pdf

During the last two decades, the idea of Semantic Web has received a great deal of attention. An extensive body of knowledge has emerged to describe technologies that seek to help us create and use aspects of the Semantic Web. Ontology and agent-based technologies are understood to be the two important technologies here. A large number of articles and a number of books exist to describe the use individually of the two technologies and the design of systems that use each of these technologies individually, but little focus has been given on how one can - sign systems that carryout integrated use of the two different technologies. In this book we describe ontology and agent-based systems individually, and highlight advantages of integration of the two different and complementary te- nologies. We also present a methodology that will guide us in the design of the - tegrated ontology-based multi-agent systems and illustrate this methodology on two use cases from the health and software engineering domain. This book is organized as follows: • Chapter I, Current issues and the need for ontologies and agents, describes existing problems associated with uncontrollable information overload and explains how ontologies and agent-based systems can help address these - sues. • Chapter II, Introduction to multi-agent systems, defines agents and their main characteristics and features including mobility, communications and collaboration between different agents. It also presents different types of agents on the basis of classifications done by different authors.

Multiagent Systems, second edition

Gerhard Weiss
Multiagent Systems second edition Book PDF

Author : Gerhard Weiss
Publisher : MIT Press
Page : 917 pages
File Size : 43,9 Mb
Release : 2016-10-28
Category : Computers
ISBN : 9780262533874

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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

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 : 315 pages
File Size : 43,8 Mb
Release : 2013-12-31
Category : Technology & Engineering
ISBN : 9781447155744

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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.

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 : 237 pages
File Size : 54,8 Mb
Release : 2010-06-01
Category : Computers
ISBN : 9783642010644

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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.

Cooperative Control of Distributed Multi-Agent Systems

Jeff Shamma
Cooperative Control of Distributed Multi Agent Systems Book PDF

Author : Jeff Shamma
Publisher : John Wiley & Sons
Page : 452 pages
File Size : 41,5 Mb
Release : 2008-02-28
Category : Science
ISBN : 0470724196

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Cooperative Control of Distributed Multi-Agent Systems by Jeff Shamma Pdf

The paradigm of ‘multi-agent’ cooperative control is the challenge frontier for new control system application domains, and as a research area it has experienced a considerable increase in activity in recent years. This volume, the result of a UCLA collaborative project with Caltech, Cornell and MIT, presents cutting edge results in terms of the “dimensions” of cooperative control from leading researchers worldwide. This dimensional decomposition allows the reader to assess the multi-faceted landscape of cooperative control. Cooperative Control of Distributed Multi-Agent Systems is organized into four main themes, or dimensions, of cooperative control: distributed control and computation, adversarial interactions, uncertain evolution and complexity management. The military application of autonomous vehicles systems or multiple unmanned vehicles is primarily targeted; however much of the material is relevant to a broader range of multi-agent systems including cooperative robotics, distributed computing, sensor networks and data network congestion control. Cooperative Control of Distributed Multi-Agent Systems offers the reader an organized presentation of a variety of recent research advances, supporting software and experimental data on the resolution of the cooperative control problem. It will appeal to senior academics, researchers and graduate students as well as engineers working in the areas of cooperative systems, control and optimization.

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 : 46,5 Mb
Release : 2002-05-13
Category : Computers
ISBN : STANFORD:36105111813437

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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.

Engineering Multi-Agent Systems

Matteo Baldoni,Jörg P. Müller,Ingrid Nunes,Rym Zalila-Wenkstern
Engineering Multi Agent Systems Book PDF

Author : Matteo Baldoni,Jörg P. Müller,Ingrid Nunes,Rym Zalila-Wenkstern
Publisher : Springer
Page : 227 pages
File Size : 45,5 Mb
Release : 2016-12-15
Category : Computers
ISBN : 9783319509839

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Engineering Multi-Agent Systems by Matteo Baldoni,Jörg P. Müller,Ingrid Nunes,Rym Zalila-Wenkstern Pdf

This book constitutes revised, selected, and invited papers from the 4th International Workshop on Engineering Multi-Agent Systems, EMAS 2016, held in Singapore, in May 2016, in conjunction with AAMAS. The 10 full papers presented in this volume were carefully reviewed and selected from 14 submissions. The book also contains 2 invited papers; extended versions of AAMAS 2016 demonstration abstracts. EMAS deals with MAS software engineering processes, methodologies and techniques; Programming languages for MAS; Formal methods and declarative technologies for the specification, validation and verification of MAS; and development tools.

Multi-Agent Systems and Agent-Based Simulation

Jaime S. Sichman,Rosaria Conte,Nigel Gilbert
Multi Agent Systems and Agent Based Simulation Book PDF

Author : Jaime S. Sichman,Rosaria Conte,Nigel Gilbert
Publisher : Springer
Page : 236 pages
File Size : 40,5 Mb
Release : 2005-07-12
Category : Computers
ISBN : 9783540492467

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Multi-Agent Systems and Agent-Based Simulation by Jaime S. Sichman,Rosaria Conte,Nigel Gilbert Pdf

Fifteen papers were presented at the first workshop on Multi-Agent Systems and Agent-Based Simulation held as part of the Agents World conference in Paris, July 4-- 6, 1998. The workshop was designed to bring together two developing communities: the multi-agent systems researchers who were the core participants at Agents World, and social scientists interested in using MAS as a research tool. Most of the social sciences were represented, with contributions touching on sociology, management science, economics, psychology, environmental science, ecology, and linguistics. The workshop was organised in association with SimSoc, an informal group of social scientists who have arranged an irregular series of influential workshops on using simulation in the social sciences beginning in 1992. While the papers were quite heterogeneous in substantive domain and in their disciplinary origins, there were several themes which recurred during the workshop. One of these was considered in more depth in a round table discussion led by Jim Doran at the end of the workshop on 'Representing cognition for social simulation', which addressed the issue of whether and how cognition should be modelled. Quite divergent views were expressed, with some participants denying that individual cognition needed to be modelled at all, and others arguing that cognition must be at the centre of social simulation.

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 : 44,8 Mb
Release : 2009-06-13
Category : Computers
ISBN : 9780387892993

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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.

Adaptive Agents and Multi-Agent Systems

Eduardo Alonso,Daniel Kudenko,Dimitar Kazakov
Adaptive Agents and Multi Agent Systems Book PDF

Author : Eduardo Alonso,Daniel Kudenko,Dimitar Kazakov
Publisher : Springer Science & Business Media
Page : 335 pages
File Size : 55,5 Mb
Release : 2003-04-23
Category : Computers
ISBN : 9783540400684

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Adaptive Agents and Multi-Agent Systems by Eduardo Alonso,Daniel Kudenko,Dimitar Kazakov Pdf

Adaptive Agents and Multi-Agent Systems is an emerging and exciting interdisciplinary area of research and development involving artificial intelligence, computer science, software engineering, and developmental biology, as well as cognitive and social science. This book surveys the state of the art in this emerging field by drawing together thoroughly selected reviewed papers from two related workshops; as well as papers by leading researchers specifically solicited for this book. The articles are organized into topical sections on - learning, cooperation, and communication - emergence and evolution in multi-agent systems - theoretical foundations of adaptive agents