Intelligent Agents And Their Applications

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Intelligent Agents and Their Applications

Zhengxin Chen,Nikhil Ichalkaranje
Intelligent Agents and Their Applications Book PDF

Author : Zhengxin Chen,Nikhil Ichalkaranje
Publisher : Physica
Page : 354 pages
File Size : 53,8 Mb
Release : 2013-03-20
Category : Computers
ISBN : 9783790817867

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Intelligent Agents and Their Applications by Zhengxin Chen,Nikhil Ichalkaranje Pdf

Intelligent agents are one of the most promising business tools in our information rich world. An intelligent agent consists of a software system capable of performing intelligent tasks within a dynamic and unpredictable environment. They can be characterised by various attributes including: autonomous, adaptive, collaborative, communicative, mobile, and reactive. Many problems are not well defined and the information needed to make decisions is not available. These problems are not easy to solve using conventional computing approaches. Here, the intelligent agent paradigm may play a major role in helping to solve these problems. This book, written for application researchers, covers a broad selection of research results that demonstrate, in an authoritative and clear manner, the applications of agents within our information society.

Agent Technology

Nicholas R. Jennings,Michael J. Wooldridge
Agent Technology Book PDF

Author : Nicholas R. Jennings,Michael J. Wooldridge
Publisher : Springer Science & Business Media
Page : 325 pages
File Size : 44,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783662036785

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Agent Technology by Nicholas R. Jennings,Michael J. Wooldridge Pdf

The first book to provide an integrative presentation of the issues, challenges and success of designing, building and using agent applications. The chapters presented are written by internationally leading authorities in the field, with a general audience in mind. The result is a unique overview of agent technology applications, ranging from an introduction to the technical foundations to reports on dealing with specific agent systems in practice.

Intelligent Software Agents

Walter Brenner,Rüdiger Zarnekow,Hartmut Wittig
Intelligent Software Agents Book PDF

Author : Walter Brenner,Rüdiger Zarnekow,Hartmut Wittig
Publisher : Springer Science & Business Media
Page : 330 pages
File Size : 49,5 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642804847

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Intelligent Software Agents by Walter Brenner,Rüdiger Zarnekow,Hartmut Wittig Pdf

2 chapter contains examples of intelligent agents, arranged according to their appli cation areas. Chapter 7 closes with a prospective view of the future development of intelligent agents. Everyone concerned with the Internet and the new possibilities of information and communication technology knows that nowadays there is no area that is devel oping faster. The authors are aware of the dynamics of this research area and its effects when they describe such a fast developing area in a slow, traditional me dium like a book. One thing is sure today: when the book appears on the market, new intelligent agents will already exist and some of the hypotheses made by this book will have been shown to be incorrect. Why, despite this, does it make sense to write a classical book on this subject? Is there an alternative? Experience shows that the majority of the people in business and public life who make decisions on the use of new technologies continue to prefer books and articles in periodicals rather than electronic sources such as the Internet. Or is there some other reason for the enormous success of Nicolas Negroponte's book Being Digital, which we thank for multimedia and many concepts of the digital and networked world, and even intelligent agents? Today, a book is still the only way to establish a new area.

Intelligent Agents in the Evolution of Web and Applications

Ngoc Thanh Nguyen,Lakhmi C Jain
Intelligent Agents in the Evolution of Web and Applications Book PDF

Author : Ngoc Thanh Nguyen,Lakhmi C Jain
Publisher : Springer Science & Business Media
Page : 333 pages
File Size : 41,6 Mb
Release : 2009-01-17
Category : Mathematics
ISBN : 9783540880707

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Intelligent Agents in the Evolution of Web and Applications by Ngoc Thanh Nguyen,Lakhmi C Jain Pdf

Intelligent agents have revolutionised the way we do business, we teach, we learn, design systems, and so on. Agent applications are increasingly being developed in - mains as diverse as meteorology, manufacturing, war gaming, UAV mission mana- ment and the evolution of Web [1]. The Web has also has the same effect on our daily life as the intelligent agents. We use Web for information search, shopping, news, communication and so on. We wonder how we lived without Web in the past [2]. The book presents a sample of some of the most innovative research on the use of intelligent agents in the evolution of Web. There are thirteen chapters in the book. Chapters are on theoretical foundations as well as practical applications. We are grateful to the contributors and reviewers for their contribution. We believe that the research reported in the book will encourage researchers to develop the robust human-like intelligent machines for the service of humans. We sincerely thank Springer-Verlag for their editorial support during the prepa- tion of the manuscript. The editors appreciate the resources provided by Wroclaw University of Technology and the University of South Australia to edit this volume.

Application of Agents and Intelligent Information Technologies

Sugumaran, Vijayan
Application of Agents and Intelligent Information Technologies Book PDF

Author : Sugumaran, Vijayan
Publisher : IGI Global
Page : 392 pages
File Size : 49,5 Mb
Release : 2006-12-31
Category : Computers
ISBN : 9781599042671

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Application of Agents and Intelligent Information Technologies by Sugumaran, Vijayan Pdf

Intelligent agent technology is emerging as one of the most important and rapidly advancing areas. Researchers are developing a number of agent-based applications and multi-agent systems in a variety of fields, such as: electronic commerce, supply chain management, resource allocation, intelligent manufacturing, mass customization, industrial control, information retrieval and filtering, collaborative work, mobile commerce, decision support, and computer games. Application of Agents and Intelligent Information Technologies presents an outstanding collection of the latest research associated with intelligent agents and information technologies. Application of Agents and Intelligent Information Technologies provides a comprehensive analysis of issues related to agent design, implementation, integration, deployment, evaluation, and business value. This book presents research results and application of agents and other intelligent information technologies in various domains. Application of Agents and Intelligent Information Technologies offers the intelligent information technologies that will potentially revolutionize the work environment as well as social computing.

Practical Applications of Agent-Based Technology

Haiping Xu
Practical Applications of Agent Based Technology Book PDF

Author : Haiping Xu
Publisher : BoD – Books on Demand
Page : 140 pages
File Size : 40,8 Mb
Release : 2012-03-21
Category : Computers
ISBN : 9789535102762

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Practical Applications of Agent-Based Technology by Haiping Xu Pdf

Agent-based technology provides a new computing paradigm, where intelligent agents can be used to perform tasks such as sensing, planning, scheduling, reasoning and decision-making. In an agent-based system, software agents with sufficient intelligence and autonomy can either work independently or coordinately with other agents to accomplish tasks and missions. In this book, we provide up-to-date practical applications of agent-based technology in various fields, such as electronic commerce, grid computing, and adaptive virtual environment. The selected applications are invaluable for researchers and practitioners to understand the practical usage of agent-based technology, and also to apply agent-based technology innovatively in different areas.

Agents and Ambient Intelligence

Tibor Bosse
Agents and Ambient Intelligence Book PDF

Author : Tibor Bosse
Publisher : IOS Press
Page : 340 pages
File Size : 50,6 Mb
Release : 2012
Category : Computers
ISBN : 9781614990499

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Agents and Ambient Intelligence by Tibor Bosse Pdf

The concept of an intelligent agent - a computational system capable of performing certain tasks autonomously - derived from the growing potential of digital computers in the mid 20th century and had been widely adopted by the early 1990s. Partly in parallel with this concept, the perspective of ambient intelligence (AmI) emerged in the late 1990s. Agent technology and AmI have many similarities, and the main purpose of this book is to provide an overview of the state-of-the-art of the scientific area that integrates these two. The book addresses a wide variety of topics related to agents and AmI, including theoretical, practical, design, implementation, ethical and philosophical issues. The 12 chapters are arranged in four sections. The first consists of three chapters discussing ethical and philosophical issues; the second part explores various approaches that can be used to develop agent-based AmI Systems; the third part contains three chapters that share the goal to endow AmI systems with useful properties like intelligence and adaptivity and the last section presents concrete applications of agent-based AmI systems. This book provides an insight into recent achievements and future challenges at the intersection of agent technology and ambient intelligence and will assist the development of more intelligent, flexible, effective and user-friendly systems as well as posing critical questions about the future of the role of agents within the AmI perspective.

Building Intelligent Agents

Gheorghe Tecuci
Building Intelligent Agents Book PDF

Author : Gheorghe Tecuci
Publisher : Morgan Kaufmann
Page : 356 pages
File Size : 47,7 Mb
Release : 1998-06-23
Category : Computers
ISBN : 0126851255

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Building Intelligent Agents by Gheorghe Tecuci Pdf

Building Intelligent Agents is unique in its comprehensive coverage of the subject. The first part of the book presents an original theory for building intelligent agents and a methodology and tool that implement the theory. The second part of the book presents complex and detailed case studies of building different types of agents: an educational assessment agent, a statistical analysis assessment and support agent, an engineering design assistant, and a virtual military commander. Also featured in this book is Disciple, a toolkit for building interactive agents which function in much the same way as a human apprentice. Disciple-based agents can reason both with incomplete information, but also with information that is potentially incorrect. This approach, in which the agent learns its behavior from its teacher, integrates many machine learning and knowledge acquisition techniques, taking advantage of their complementary strengths to compensate for each others weakness. As a consequence, it significantly reduces (or even eliminates) the involvement of a knowledge engineer in the process of building an intelligent agent.

Constructing Intelligent Agents with Java

Joseph P. Bigus,Jennifer Bigus
Constructing Intelligent Agents with Java Book PDF

Author : Joseph P. Bigus,Jennifer Bigus
Publisher : Wiley
Page : 416 pages
File Size : 53,7 Mb
Release : 1998-01-07
Category : Computers
ISBN : 0471191353

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Constructing Intelligent Agents with Java by Joseph P. Bigus,Jennifer Bigus Pdf

Intelligent Agents with Java(TM) A Programmer's Guide to Smarter Applications Add Artificial Intelligence to your Java applications * Learn to design and implement agent-based reasoning, modeling, and learning * Build your own personal assistants, Web agents, e-commerce agents, and multiagent systems. Learn how to create intelligent agents that can automate, mediate, and administer basic business functions. Java makes it easier than ever for programmers to build complex agents that reason and learn. In this book, enterprise programming experts Joe and Jennifer Bigus show you how to take advantage of Java's advanced features to differentiate your applications and build the smartest high-powered applications possible. The authors explain the principles of Al program design using Java's object-oriented features and present the essential AI algorithms used to develop agents that reason, model, and learn to adapt to the world around them. They then show how to apply these algorithms and techniques in practical "real-world" distributed computing applications. They develop an intelligent agent architecture and use it to construct several agent-enhanced programs, including a PC management agent, an adaptive Internet news reader that filters articles based on user preferences, and an electronic marketplace application where agents do the buying and selling. The enclosed CD-ROM gives you: * Complete source code for Java implementations of AI search algorithms, rule-based inferencing, and neural network learning * Java source code for three practical intelligent agent applications * The IBM Agent Building Environment (ABE) Developer's Toolkit

Design and Applications of Intelligent Agents

Chengqui Zhang,Von-Wun Soo
Design and Applications of Intelligent Agents Book PDF

Author : Chengqui Zhang,Von-Wun Soo
Publisher : Springer
Page : 186 pages
File Size : 52,6 Mb
Release : 2003-05-15
Category : Computers
ISBN : 9783540445944

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Design and Applications of Intelligent Agents by Chengqui Zhang,Von-Wun Soo Pdf

PRIMA 2000 was the third in the series of Paci c Rim International Workshops on Multi-Agents. It was held on August 28-29, 2000, in Melbourne, Australia in conjunction with the Paci c Rim International Conference on Arti cial Intel- gence 2000. PRIMA is the main forum for the agent or multi-agent researchers in paci c rim countries to exchange and discuss their research results. This volume contains selected papers from PRIMA 2000. It covers theory, design, and applications of intelligent agents. The speci c aspects include co- dination, negotiation, learning, architecture, speci cation, allocation, and app- cation of intelligent agents. All papers are of high quality because each of them was reviewed and recommended by at least two international renowned program committee members. Many people contributed to this volume. We would like to thank all the a- hors who submitted papers to the workshop. Many thanks also to the members of the program committee who diligently reviewed all the papers. Finally, we thank the editorial sta of Springer-Verlag for publishing this volume in the Lecture Notes in Arti cial Intelligence series.

Reinforcement Learning

Phil Winder Ph.D.
Reinforcement Learning Book PDF

Author : Phil Winder Ph.D.
Publisher : "O'Reilly Media, Inc."
Page : 517 pages
File Size : 46,6 Mb
Release : 2020-11-06
Category : Computers
ISBN : 9781492072348

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Reinforcement Learning by Phil Winder Ph.D. Pdf

Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This exciting development avoids constraints found in traditional machine learning (ML) algorithms. This practical book shows data science and AI professionals how to learn by reinforcement and enable a machine to learn by itself. Author Phil Winder of Winder Research covers everything from basic building blocks to state-of-the-art practices. You'll explore the current state of RL, focus on industrial applications, learn numerous algorithms, and benefit from dedicated chapters on deploying RL solutions to production. This is no cookbook; doesn't shy away from math and expects familiarity with ML. Learn what RL is and how the algorithms help solve problems Become grounded in RL fundamentals including Markov decision processes, dynamic programming, and temporal difference learning Dive deep into a range of value and policy gradient methods Apply advanced RL solutions such as meta learning, hierarchical learning, multi-agent, and imitation learning Understand cutting-edge deep RL algorithms including Rainbow, PPO, TD3, SAC, and more Get practical examples through the accompanying website

Systems Development Methods for the Next Century

W. Gregory Wojtkowski,Wita Wojtkowski,Stanislaw Wrycza,Armi Krajowej,Joze Zupancic
Systems Development Methods for the Next Century Book PDF

Author : W. Gregory Wojtkowski,Wita Wojtkowski,Stanislaw Wrycza,Armi Krajowej,Joze Zupancic
Publisher : Springer Science & Business Media
Page : 562 pages
File Size : 40,5 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9781461559153

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Systems Development Methods for the Next Century by W. Gregory Wojtkowski,Wita Wojtkowski,Stanislaw Wrycza,Armi Krajowej,Joze Zupancic Pdf

This book is a result of the ISD'97, Sixth International Conference on Information Systems Development-Methods and Tools, Theory and Practice held August 11-14, 1997 in Boise, Idaho, USA. The purpose of this Conference was to address the issues facing academia and industry when specifying, developing, managing and improving software systems. The selection of papers was carried out by the International Program Committee. All papers were reviewed in advance by at least three people. Papers were judged according to their originality, relevance and presentation quality. All papers were judged purely on their own merits, independently of other submissions. This year's Information Systems Development Conference-ISD'97 is the first ISD conference being held in the US. ISD was brought into existence almost ten years ago. It continues the fine tradition of the first Polish-Scandinavian Seminar on Current Trends in Information Systems Development Methodologies, held in Gdansk-Poland in 1988. ISD'98 will be held in Bled, Slovenia. ISD'97 consists not only of the technical program represented in these proceedings, but also tutorials on improved software testing and end-user information systems and workshop on sharing knowledge within international high technology industries that are intended for both, the research and business communities. We would like to thank the authors of papers accepted for ISD'97 who all made gal lant efforts to provide me with electronic copies of their manuscripts conforming to com mon guidelines. We thank them for thoughtfully responding to reviewers comments and carefully preparing their final contributions.

Developing Intelligent Agents for Distributed Systems

Michael Knapik,Jay Johnson
Developing Intelligent Agents for Distributed Systems Book PDF

Author : Michael Knapik,Jay Johnson
Publisher : McGraw-Hill Companies
Page : 424 pages
File Size : 44,7 Mb
Release : 1998
Category : Computers
ISBN : UOM:39015040618285

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Developing Intelligent Agents for Distributed Systems by Michael Knapik,Jay Johnson Pdf

Now professional software developers working in highly complex distributed environments can learn how to create agents for client/server environments. This book clearly explains the programming of agents for improving user interfaces, for improving performance and usability of LANS and WANS, for managing mail, and even for assisting in the development of other software.

Intelligent Agents and Multi-Agent Systems

Jaeho Lee,Mike Barley
Intelligent Agents and Multi Agent Systems Book PDF

Author : Jaeho Lee,Mike Barley
Publisher : Springer
Page : 344 pages
File Size : 41,5 Mb
Release : 2003-10-24
Category : Computers
ISBN : 9783540398967

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Intelligent Agents and Multi-Agent Systems by Jaeho Lee,Mike Barley Pdf

Five years ago, with excitement and uncertainty, we witnessed the birth of PRIMA (Paci?c Rim International Workshop on Multi-Agents). The ?rst PRIMA in 1998 has now grown into PRIMA 2003, the 6th Paci?c Rim Inter- tional Workshop on Multi-Agents in Seoul, Korea. During a period of ?ve years, the notion of agent research has grown so much that we hear the term agent on a daily basis. Various ?elds such as business, the Web, software engineering, on-line games and such are now using the term agent as a placeholder, just like the term object is used in the object-oriented paradigm. On the other hand, the research area has extended toward real applications, such as the Semantic Web and ubiquitous computing. The themes of PRIMA 2003 re?ected the following trends: – agent-based electronic commerce, auctions and markets – agent architectures and their applications – agent communication languages, dialog and interaction protocols – agent ontologies – agent programming languages, frameworks and toolkits – agentcities – agents and grid computing – agents and peer computing –agentsandtheSemanticWeb – agents and Web services – arti?cial social systems – con?ict resolution and negotiation – evaluation of multi-agent systems – languages and techniques for describing (multi-)agent systems – meta modeling and meta reasoning – multi-agent planning and learning – multi-agent systems and their applications – social reasoning, agent modeling, and organization – standards for agents and multi-agent systems – teams and coalitions – ubiquitous agents

Developing Intelligent Agent Systems

Lin Padgham,Michael Winikoff
Developing Intelligent Agent Systems Book PDF

Author : Lin Padgham,Michael Winikoff
Publisher : John Wiley & Sons
Page : 240 pages
File Size : 54,9 Mb
Release : 2005-06-24
Category : Technology & Engineering
ISBN : 9780470861219

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Developing Intelligent Agent Systems by Lin Padgham,Michael Winikoff Pdf

Build your own intelligent agent system... Intelligent agent technology is a tool of modern computer science that can be used to engineer complex computer programmes that behave rationally in dynamic and changing environments. Applications range from small programmes that intelligently search the Web buying and selling goods via electronic commerce, to autonomous space probes. This powerful technology is not widely used, however, as developing intelligent agent software requires high levels of training and skill. The authors of this book have developed and tested a methodology and tools for developing intelligent agent systems. With this methodology (Prometheus) developers can start agent-oriented designs and implementations easily from scratch saving valuable time and resources. Developing Intelligent Agent Systems not only answers the questions “what are agents?” and “why are they useful?” but also the crucial question: “how do I design and build intelligent agent systems?” The book covers everything a practitioner needs to know to begin to effectively use this technology - including an introduction to the notion of agents, a description of the concepts involved, and a software engineering methodology. Read on for: a practical step-by-step introduction to designing and building intelligent agent systems. a full life-cycle methodology for developing intelligent agent systems covering specification, analysis, design and implementation of agents. PDT: Prometheus Design Tool – software support for the Prometheus design process. the example of an electronic bookstore to illustrate the design process throughout the book. Electronic resources including the Prometheus Design Tool (PDT), can be found at: http://www.cs.rmit.edu.au/agents/prometheus This book is aimed at industrial software developers, software engineers and at advanced undergraduate students. It assumes knowledge of basic software engineering but does not require knowledge of Artificial Intelligence or of mathematics. Familiarity with Java will help in reading the examples in chapter 10.