An Introduction to MultiAgent Systems

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Publisher : John Wiley & Sons
ISBN 13 : 0470519460
Total Pages : 484 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis An Introduction to MultiAgent Systems by : Michael Wooldridge

Download or read book An Introduction to MultiAgent Systems written by Michael Wooldridge and published by John Wiley & Sons. This book was released on 2009-06-22 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

A Perspective on Agent Systems

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Author :
Publisher : Springer
ISBN 13 : 3319131974
Total Pages : 155 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis A Perspective on Agent Systems by : Krzysztof Cetnarowicz

Download or read book A Perspective on Agent Systems written by Krzysztof Cetnarowicz and published by Springer. This book was released on 2014-12-27 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph presents the concept of agents and agent systems. It starts with a formal approach and then presents examples of practical applications. In order to form the principles of construction of autonomous agents, a model of the agent is introduced. Subsequent parts of the monograph include several examples of applications of the term agent. Descriptions of different examples of applications of agent systems in such fields as evolution systems, mobile robot systems, artificial intelligence systems are given. The book constitutes an outline of methodology of the design and realization of agent systems based on the M-agent architecture oriented on different areas of applications.

Multi-Agent Systems

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Publisher : CRC Press
ISBN 13 : 142007024X
Total Pages : 582 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Multi-Agent Systems by : Adelinde M. Uhrmacher

Download or read book Multi-Agent Systems written by Adelinde M. Uhrmacher and published by CRC Press. This book was released on 2018-10-08 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

A Perspective on Agent Systems

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Author :
Publisher :
ISBN 13 : 9783319131986
Total Pages : 154 pages
Book Rating : 4.1/5 (319 download)

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Book Synopsis A Perspective on Agent Systems by : Krzysztof Cetnarowicz

Download or read book A Perspective on Agent Systems written by Krzysztof Cetnarowicz and published by . This book was released on 2015-01-31 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multi-Agent Oriented Programming

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Publisher : MIT Press
ISBN 13 : 0262360667
Total Pages : 261 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Multi-Agent Oriented Programming by : Olivier Boissier

Download or read book Multi-Agent Oriented Programming written by Olivier Boissier and published by MIT Press. This book was released on 2020-09-15 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Handbook of Research on Multi-Agent Systems: Semantics and Dynamics of Organizational Models

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Author :
Publisher : IGI Global
ISBN 13 : 1605662577
Total Pages : 630 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Handbook of Research on Multi-Agent Systems: Semantics and Dynamics of Organizational Models by : Dignum, Virginia

Download or read book Handbook of Research on Multi-Agent Systems: Semantics and Dynamics of Organizational Models written by Dignum, Virginia and published by IGI Global. This book was released on 2009-03-31 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provide a comprehensive view of current developments in agent organizations as a paradigm for both the modeling of human organizations, and for designing effective artificial organizations"--Provided by publisher.

Understanding Agent Systems

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Publisher : Springer
ISBN 13 : 3662046075
Total Pages : 201 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Understanding Agent Systems by : Mark d'Inverno

Download or read book Understanding Agent Systems written by Mark d'Inverno and published by Springer. This book was released on 2013-12-20 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Cooperative Control of Multi-Agent Systems

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Publisher : Academic Press
ISBN 13 : 0128204451
Total Pages : 260 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Cooperative Control of Multi-Agent Systems by : Jianan Wang

Download or read book Cooperative Control of Multi-Agent Systems written by Jianan Wang and published by Academic Press. This book was released on 2020-03-25 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cooperative Control of Multi-Agent Systems: An Optimal and Robust Perspective reports and encourages technology transfer in the field of cooperative control of multi-agent systems. The book deals with UGVs, UAVs, UUVs and spacecraft, and more. It presents an extended exposition of the authors’ recent work on all aspects of multi-agent technology. Modelling and cooperative control of multi-agent systems are topics of great interest, across both academia (research and education) and industry (for real applications and end-users). Graduate students and researchers from a wide spectrum of specialties in electrical, mechanical or aerospace engineering fields will use this book as a key resource. Helps shape the reader's understanding of optimal and robust cooperative control design techniques for multi-agent systems Presents new theoretical control challenges and investigates unresolved/open problems Explores future research trends in multi-agent systems Offers a certain amount of analytical mathematics, practical numerical procedures, and actual implementations of some proposed approaches

Adaptive Agents and Multi-Agent Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3540400680
Total Pages : 335 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Adaptive Agents and Multi-Agent Systems by : Eduardo Alonso

Download or read book Adaptive Agents and Multi-Agent Systems written by Eduardo Alonso and published by Springer Science & Business Media. This book was released on 2003-04-23 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Modern Big Data Architectures

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Publisher : John Wiley & Sons
ISBN 13 : 1119597846
Total Pages : 208 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Modern Big Data Architectures by : Dominik Ryzko

Download or read book Modern Big Data Architectures written by Dominik Ryzko and published by John Wiley & Sons. This book was released on 2020-03-31 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides an up-to-date analysis of big data and multi-agent systems The term Big Data refers to the cases, where data sets are too large or too complex for traditional data-processing software. With the spread of new concepts such as Edge Computing or the Internet of Things, production, processing and consumption of this data becomes more and more distributed. As a result, applications increasingly require multiple agents that can work together. A multi-agent system (MAS) is a self-organized computer system that comprises multiple intelligent agents interacting to solve problems that are beyond the capacities of individual agents. Modern Big Data Architectures examines modern concepts and architecture for Big Data processing and analytics. This unique, up-to-date volume provides joint analysis of big data and multi-agent systems, with emphasis on distributed, intelligent processing of very large data sets. Each chapter contains practical examples and detailed solutions suitable for a wide variety of applications. The author, an internationally-recognized expert in Big Data and distributed Artificial Intelligence, demonstrates how base concepts such as agent, actor, and micro-service have reached a point of convergence—enabling next generation systems to be built by incorporating the best aspects of the field. This book: Illustrates how data sets are produced and how they can be utilized in various areas of industry and science Explains how to apply common computational models and state-of-the-art architectures to process Big Data tasks Discusses current and emerging Big Data applications of Artificial Intelligence Modern Big Data Architectures: A Multi-Agent Systems Perspective is a timely and important resource for data science professionals and students involved in Big Data analytics, and machine and artificial learning.

Environments for Multi-Agent Systems

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Publisher : Springer
ISBN 13 : 3540322590
Total Pages : 288 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Environments for Multi-Agent Systems by : Danny Weyns

Download or read book Environments for Multi-Agent Systems written by Danny Weyns and published by Springer. This book was released on 2005-02-18 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: The modern ?eld of multiagent systems has developed from two main lines of earlier research. Its practitioners generally regard it as a form of arti?cial intelligence (AI). Some of its earliest work was reported in a series of workshops in the US dating from1980,revealinglyentitled,“DistributedArti?cialIntelligence,”andpioneers often quoted a statement attributed to Nils Nilsson that “all AI is distributed. ” The locus of classical AI was what happens in the head of a single agent, and much MAS research re?ects this heritage with its emphasis on detailed modeling of the mental state and processes of individual agents. From this perspective, intelligenceisultimatelythepurviewofasinglemind,thoughitcanbeampli?ed by appropriate interactions with other minds. These interactions are typically mediated by structured protocols of various sorts, modeled on human conver- tional behavior. But the modern ?eld of MAS was not born of a single parent. A few - searchershavepersistentlyadvocatedideasfromthe?eldofarti?ciallife(ALife). These scientists were impressed by the complex adaptive behaviors of commu- ties of animals (often extremely simple animals, such as insects or even micro- ganisms). The computational models on which they drew were often created by biologists who used them not to solve practical engineering problems but to test their hypotheses about the mechanisms used by natural systems. In the ar- ?cial life model, intelligence need not reside in a single agent, but emerges at the level of the community from the nonlinear interactions among agents. - cause the individual agents are often subcognitive, their interactions cannot be modeled by protocols that presume linguistic competence.

Agents and Multi-Agent Systems in Construction

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Publisher : Routledge
ISBN 13 : 1134242654
Total Pages : 352 pages
Book Rating : 4.1/5 (342 download)

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Book Synopsis Agents and Multi-Agent Systems in Construction by : Chimay Anumba

Download or read book Agents and Multi-Agent Systems in Construction written by Chimay Anumba and published by Routledge. This book was released on 2007-04-11 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

A Perspective on Multi-agent Systems

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Publisher :
ISBN 13 :
Total Pages : 40 pages
Book Rating : 4.:/5 (62 download)

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Book Synopsis A Perspective on Multi-agent Systems by : University of Warwick. Dept. of Computer Science

Download or read book A Perspective on Multi-agent Systems written by University of Warwick. Dept. of Computer Science and published by . This book was released on 1994 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: "People do not live in isolation from others; they live in societies. This paper is about Multi-Agent Systems and their relevance to cognitive science and to theories of social behaviour. We examine some of what we believe to be central issues in the theory of Multi-Agent systems and relate them to issues in Cognitive Science. Our aims are to introduce Multi-Agent Systems and to show how they can be illuminating as modelling devices in the production of cognitive theories that relate the individual to social context."

An Application Science for Multi-Agent Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 1402078684
Total Pages : 251 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis An Application Science for Multi-Agent Systems by : Thomas A. Wagner

Download or read book An Application Science for Multi-Agent Systems written by Thomas A. Wagner and published by Springer Science & Business Media. This book was released on 2006-04-11 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Application Science For Multi-Agent Systems addresses the complexity of choosing which multi-agent control technologies are appropriate for a given problem domain or a given application. Without such knowledge, when faced with a new application domain, agent developers must rely on past experience and intuition to determine whether a multi-agent system is the right approach, and if so, how to structure the agents, how to decompose the problem, and how to coordinate the activities of the agents, and so forth. This unique collection of contributions, written by leading international researchers in the agent community, provides valuable insight into the issues of deciding which technique to apply and when it is appropriate to use them. The contributions also discuss potential trade-offs or caveats involved with each decision. An Application Science For Multi-Agent Systems is an excellent reference for anyone involved in developing multi-agent systems.

Agent Technology from a Formal Perspective

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Publisher : Springer Science & Business Media
ISBN 13 : 1846282713
Total Pages : 359 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Agent Technology from a Formal Perspective by : Christopher Rouff

Download or read book Agent Technology from a Formal Perspective written by Christopher Rouff and published by Springer Science & Business Media. This book was released on 2006-01-27 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of agent & multi-agent systems is experiencing tremendous growth. At the same time the field of formal methods is blossoming and has proven its importance in industrial and government applications. The FAABS (Formal Approaches to Agent-Based Systems) workshops, merging the concerns of the two fields, provided a timely and compelling platform on which the growing concerns and requirement of agent-based systems users that systems should be accompanied by behavioral assurances, could be discussed. This book has arisen from the overwhelming response to FAABS ’00, ’02 & ’04 and all chapters are updated or represent new research, and are designed to provide a more in-depth treatment of the topic. Examples of how others have applied formal methods to agent-based systems are included, plus formal method tools & techniques that readers can apply to their own systems. Agent Technology from a Formal Perspective provides an invaluable in-depth view of the key issues related to agent technology from a formal perspective, for both researchers and practitioners. This is a relatively new interdisciplinary field, and there is enormous room for further growth The book not only creates an initial foundation, but points to the gaps; indicating open problems to be addressed by future researchers, students & practitioners.

Highlights on Practical Applications of Agents and Multi-Agent Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 364228762X
Total Pages : 368 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Highlights on Practical Applications of Agents and Multi-Agent Systems by : Javier Bajo Pérez

Download or read book Highlights on Practical Applications of Agents and Multi-Agent Systems written by Javier Bajo Pérez and published by Springer Science & Business Media. This book was released on 2012-03-08 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on Agents and Multi-Agent Systems has matured during the last decade and many effective applications of this technology are now deployed. PAAMS provides an international forum to present and discuss the latest scientific developments and their effective applications, to assess the impact of the approach, and to facilitate technology transfer. PAAMS started as a local initiative, but has since grown to become THE international yearly platform to present, to discuss, and to disseminate the latest developments and the most important outcomes related to real-world applications. It provides a unique opportunity to bring multi-disciplinary experts, academics and practitioners together to exchange their experience in the development and deployment of Agents and Multi-Agent Systems. PAAMS intends to bring together researchers and developers from industry and the academic world to report on the latest scientific and technical advances on the application of multi-agent systems, to discuss and debate the major issues, and to showcase the latest systems using agent based technology. It will promote a forum for discussion on how agent-based techniques, methods, and tools help system designers to accomplish the mapping between available agent technology and application needs. Other stakeholders should be rewarded with a better understanding of the potential and challenges of the agent-oriented approach. This edition of PAAMS special sessions. This symposium is organized by the Bioinformatics, Intelligent System and Educational Technology Research Group (http://bisite.usal.es/http://bisite.usal.es/) of the University of Salamanca. The present edition will be held in Salamanca, Spain, from 28th to 30th March 2012. This edition of PAAMS special sessions. This symposium is organized by the Bioinformatics, Intelligent System and Educational Technology Research Group (http://bisite.usal.es/http://bisite.usal.es/) of the University of Salamanca. The present edition will be held in Salamanca, Spain, from 28th to 30th March 2012.

Advances on Practical Applications of Agents and Multiagent Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3642198759
Total Pages : 324 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advances on Practical Applications of Agents and Multiagent Systems by : Yves Demazeau

Download or read book Advances on Practical Applications of Agents and Multiagent Systems written by Yves Demazeau and published by Springer Science & Business Media. This book was released on 2011-03-11 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: PAAMS, the International Conference on Practical Applications of Agents and Multi-Agent Systems is the international yearly tribune to present, to discuss, and to disseminate the latest developments and the most important outcomes related to real-world applications. It provides a unique opportunity to bring multi-disciplinary experts, academics and practitioners together to exchange their experience in the development of Agents and Multi-Agent Systems. This volume presents the papers that have been accepted for the 2011 edition. These articles capture the most innovative results and this year’s trends: Finance and Trading, Information Systems and Organisations, Leisure Culture and Interactions, Medicine and Cloud Computing, Platforms and Adaptation, Robotics and Manufacturing, Security and Privacy, Transports and Optimisation paper.