An Introduction To Multiagent Systems

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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 : 55,5 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

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 : 50,8 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.

An Introduction to Multiagent Systems

Michael J. Wooldridge
An Introduction to Multiagent Systems Book PDF

Author : Michael J. Wooldridge
Publisher : Unknown
Page : 368 pages
File Size : 52,6 Mb
Release : 2003
Category : Electronic
ISBN : OCLC:990592933

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An Introduction to Multiagent Systems by Michael J. Wooldridge Pdf

This is the first textbook to be explicitly designed for use as a course text for an undergraduate/graduate course on multi-agent systems. Assuming only a basic understanding of computer science, this text provides an introduction to all the main issues in the theory and practice of intelligent agents and multi-agent systems.* The companion Web Site includes sample exercises, lecture slidest and hyperlinks to software referred to in the book* Introduces agents, explains what agents are, how they are constructed and how they can be made to co-operate effectively with one another in.

A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence

Nikos Kolobov
A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence Book PDF

Author : Nikos Kolobov
Publisher : Springer Nature
Page : 71 pages
File Size : 44,9 Mb
Release : 2022-06-01
Category : Computers
ISBN : 9783031015434

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A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence by Nikos Kolobov Pdf

Multiagent systems is an expanding field that blends classical fields like game theory and decentralized control with modern fields like computer science and machine learning. This monograph provides a concise introduction to the subject, covering the theoretical foundations as well as more recent developments in a coherent and readable manner. The text is centered on the concept of an agent as decision maker. Chapter 1 is a short introduction to the field of multiagent systems. Chapter 2 covers the basic theory of singleagent decision making under uncertainty. Chapter 3 is a brief introduction to game theory, explaining classical concepts like Nash equilibrium. Chapter 4 deals with the fundamental problem of coordinating a team of collaborative agents. Chapter 5 studies the problem of multiagent reasoning and decision making under partial observability. Chapter 6 focuses on the design of protocols that are stable against manipulations by self-interested agents. Chapter 7 provides a short introduction to the rapidly expanding field of multiagent reinforcement learning. The material can be used for teaching a half-semester course on multiagent systems covering, roughly, one chapter per lecture.

Multiagent Systems, second edition

Gerhard Weiss
Multiagent Systems second edition Book PDF

Author : Gerhard Weiss
Publisher : MIT Press
Page : 917 pages
File Size : 44,8 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

Multiagent Systems

Magdi S. Mahmoud
Multiagent Systems Book PDF

Author : Magdi S. Mahmoud
Publisher : CRC Press
Page : 244 pages
File Size : 40,9 Mb
Release : 2020-03-20
Category : Computers
ISBN : 9781000078107

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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 Systems

Jacques Ferber
Multi agent Systems Book PDF

Author : Jacques Ferber
Publisher : Addison-Wesley Professional
Page : 536 pages
File Size : 42,5 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.

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 : 45,9 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.

Convergence and Knowledge Processing in Multi-Agent Systems

Maria Chli,Philippe de Wilde
Convergence and Knowledge Processing in Multi Agent Systems Book PDF

Author : Maria Chli,Philippe de Wilde
Publisher : Springer Science & Business Media
Page : 153 pages
File Size : 50,5 Mb
Release : 2009-05-20
Category : Computers
ISBN : 9781848820630

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Convergence and Knowledge Processing in Multi-Agent Systems by Maria Chli,Philippe de Wilde Pdf

Agent systems are being used to model complex systems like societies, markets and biological systems. In this book we investigate issues of agent systems related to convergence and interactivity using techniques from agent based modelling to simulate complex systems, and demonstrate that interactivity/exchange and convergence in multi-agent systems are issues that are significantly interrelated. Topic and features: - Introduces the state of the art in multi-agent systems, with an emphasis on agent-based computational economics. - Sheds light on the fundamental concepts behind the stability of multi-agent systems. - Investigates knowledge exchange among agents, the rationale behind it and its effects on the ecosystem. - Explores how information provided through interaction with the system can be used to optimise its performance. - Describes a pricing strategy for a realistic large-scale distributed system. This book supplies a comprehensive resource and will be invaluable reading for researchers and postgraduates studying this topic.

Programming Multi-Agent Systems in AgentSpeak using Jason

Rafael H. Bordini,Jomi Fred Hübner,Michael Wooldridge
Programming Multi Agent Systems in AgentSpeak using Jason Book PDF

Author : Rafael H. Bordini,Jomi Fred Hübner,Michael Wooldridge
Publisher : John Wiley & Sons
Page : 292 pages
File Size : 49,8 Mb
Release : 2007-10-24
Category : Technology & Engineering
ISBN : 0470061839

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Programming Multi-Agent Systems in AgentSpeak using Jason by Rafael H. Bordini,Jomi Fred Hübner,Michael Wooldridge Pdf

Jason is an Open Source interpreter for an extended version of AgentSpeak – a logic-based agent-oriented programming language – written in JavaTM. It enables users to build complex multi-agent systems that are capable of operating in environments previously considered too unpredictable for computers to handle. Jason is easily customisable and is suitable for the implementation of reactive planning systems according to the Belief-Desire-Intention (BDI) architecture. Programming Multi-Agent Systems in AgentSpeak using Jason provides a brief introduction to multi-agent systems and the BDI agent architecture on which AgentSpeak is based. The authors explain Jason’s AgentSpeak variant and provide a comprehensive, practical guide to using Jason to program multi-agent systems. Some of the examples include diagrams generated using an agent-oriented software engineering methodology particularly suited for implementation using BDI-based programming languages. The authors also give guidance on good programming style with AgentSpeak. Programming Multi-Agent Systems in AgentSpeak using Jason Describes and explains in detail the AgentSpeak extension interpreted by Jason and shows how to create multi-agent systems using the Jason platform. Reinforces learning with examples, problems, and illustrations. Includes two case studies which demonstrate the use of Jason in practice. Features an accompanying website that provides further learning resources including sample code, exercises, and slides This essential guide to AgentSpeak and Jason will be invaluable to senior undergraduate and postgraduate students studying multi-agent systems. The book will also be of interest to software engineers, designers, developers, and programmers interested in multi-agent systems.

Developing Multi-Agent Systems with JADE

Fabio Luigi Bellifemine,Giovanni Caire,Dominic Greenwood
Developing Multi Agent Systems with JADE Book PDF

Author : Fabio Luigi Bellifemine,Giovanni Caire,Dominic Greenwood
Publisher : John Wiley & Sons
Page : 300 pages
File Size : 49,6 Mb
Release : 2007-03-13
Category : Technology & Engineering
ISBN : 9780470058404

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Developing Multi-Agent Systems with JADE by Fabio Luigi Bellifemine,Giovanni Caire,Dominic Greenwood Pdf

Learn how to employ JADE to build multi-agent systems! JADE (Java Agent DEvelopment framework) is a middleware for the development of applications, both in the mobile and fixed environment, based on the Peer-to-Peer intelligent autonomous agent approach. JADE enables developers to implement and deploy multi-agent systems, including agents running on wireless networks and limited-resource devices. Developing Multi-Agent Systems with JADE is a practical guide to using JADE. The text will give an introduction to agent technologies and the JADE Platform, before proceeding to give a comprehensive guide to programming with JADE. Basic features such as creating agents, agent tasks, agent communication, agent discovery and GUIs are covered, as well as more advanced features including ontologies and content languages, complex behaviours, interaction protocols, agent mobility, and the in-process interface. Issues such as JADE internals, running JADE agents on mobile devices, deploying a fault tolerant JADE platform, and main add-ons are also covered in depth. Developing Multi-Agent Systems with JADE: Comprehensive guide to using JADE to build multi-agent systems and agent orientated programming. Describes and explains ontologies and content language, interaction protocols and complex behaviour. Includes material on persistence, security and a semantics framework. Contains numerous examples, problems, and illustrations to enhance learning. Presents a case study demonstrating the use of JADE in practice. Offers an accompanying website with additional learning resources such as sample code, exercises and PPT-slides. This invaluable resource will provide multi-agent systems practitioners, programmers working in the software industry with an interest on multi-agent systems as well as final year undergraduate and postgraduate students in CS and advanced networking and telecoms courses with a comprehensive guide to using JADE to employ multi agent systems. With contributions from experts in JADE and multi agent technology.

Innovations in Multi-Agent Systems and Application – 1

Dipti Srinivasan,Lakhmi C. Jain
Innovations in Multi Agent Systems and Application 1 Book PDF

Author : Dipti Srinivasan,Lakhmi C. Jain
Publisher : Springer Science & Business Media
Page : 303 pages
File Size : 47,5 Mb
Release : 2010-08-10
Category : Computers
ISBN : 9783642144349

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Innovations in Multi-Agent Systems and Application – 1 by Dipti Srinivasan,Lakhmi C. Jain Pdf

This book provides an overview of multi-agent systems and several applications that have been developed for real-world problems. Multi-agent systems is an area of distributed artificial intelligence that emphasizes the joint behaviors of agents with some degree of autonomy and the complexities arising from their interactions. Multi-agent systems allow the subproblems of a constraint satisfaction problem to be subcontracted to different problem solving agents with their own interest and goals. This increases the speed, creates parallelism and reduces the risk of system collapse on a single point of failure. Different multi-agent architectures, that are tailor-made for a specific application are possible. They are able to synergistically combine the various computational intelligent techniques for attaining a superior performance. This gives an opportunity for bringing the advantages of various techniques into a single framework. It also provides the freedom to model the behavior of the system to be as competitive or coordinating, each having its own advantages and disadvantages.

Multi-agent Systems

Jorge Rocha
Multi agent Systems Book PDF

Author : Jorge Rocha
Publisher : BoD – Books on Demand
Page : 216 pages
File Size : 44,9 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.

Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality

Jianye Hao,Ho-fung Leung
Interactions in Multiagent Systems Fairness Social Optimality and Individual Rationality Book PDF

Author : Jianye Hao,Ho-fung Leung
Publisher : Springer
Page : 178 pages
File Size : 48,9 Mb
Release : 2016-04-13
Category : Technology & Engineering
ISBN : 9783662494707

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Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality by Jianye Hao,Ho-fung Leung Pdf

This book mainly aims at solving the problems in both cooperative and competitive multi-agent systems (MASs), exploring aspects such as how agents can effectively learn to achieve the shared optimal solution based on their local information and how they can learn to increase their individual utility by exploiting the weakness of their opponents. The book describes fundamental and advanced techniques of how multi-agent systems can be engineered towards the goal of ensuring fairness, social optimality, and individual rationality; a wide range of further relevant topics are also covered both theoretically and experimentally. The book will be beneficial to researchers in the fields of multi-agent systems, game theory and artificial intelligence in general, as well as practitioners developing practical multi-agent systems.

Multiagent Systems for Manufacturing Control

Stefan Bussmann,Nicolas R. Jennings,Michael Wooldridge
Multiagent Systems for Manufacturing Control Book PDF

Author : Stefan Bussmann,Nicolas R. Jennings,Michael Wooldridge
Publisher : Springer Science & Business Media
Page : 298 pages
File Size : 40,6 Mb
Release : 2013-03-09
Category : Technology & Engineering
ISBN : 9783662088722

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Multiagent Systems for Manufacturing Control by Stefan Bussmann,Nicolas R. Jennings,Michael Wooldridge Pdf

Presents a methodology developed by DaimlerChrysler. Illustrates the methodology through detailed case studies.