Distributed Artificial Intelligence, Agent Technology, and Collaborative Applications
Title | Distributed Artificial Intelligence, Agent Technology, and Collaborative Applications PDF eBook |
Author | Sugumaran, Vijayan |
Publisher | IGI Global |
Pages | 450 |
Release | 2008-12-31 |
Genre | Computers |
ISBN | 1605661457 |
"This book is a catalyst for emerging research in intelligent information, specifically artificial intelligent technologies and applications to assist in improving productivity in many roles such as assistants to human operators and autonomous decision-making components of complex systems"--Provided by publisher.
Multi-agent Systems
Title | Multi-agent Systems PDF eBook |
Author | Jacques Ferber |
Publisher | Addison-Wesley Professional |
Pages | 536 |
Release | 1999 |
Genre | Computers |
ISBN |
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.
Engineering Intelligent Hybrid Multi-Agent Systems
Title | Engineering Intelligent Hybrid Multi-Agent Systems PDF eBook |
Author | Rajiv Khosla |
Publisher | Springer Science & Business Media |
Pages | 438 |
Release | 1997-09-30 |
Genre | Computers |
ISBN | 9780792399827 |
Engineering Intelligent Hybrid Multi-Agent Systems is about building intelligent hybrid systems. Included is coverage of applications and design concepts related to fusion systems, transformation systems and combination systems. These applications are in areas involving hybrid configurations of knowledge-based systems, case-based reasoning, fuzzy systems, artificial neural networks, genetic algorithms, and in knowledge discovery and data mining. Through examples and applications a synergy of these subjects is demonstrated. The authors introduce a multi-agent architectural theory for engineering intelligent associative hybrid systems. The architectural theory is described at both the task structure level and the computational level. This problem-solving architecture is relevant for developing knowledge agents and information agents. An enterprise-wide system modeling framework is outlined to facilitate forward and backward integration of systems developed in the knowledge, information, and data engineering layers of an organization. In the modeling process, software engineering aspects like agent oriented analysis, design and reuse are developed and described. Engineering Intelligent Hybrid Multi-Agent Systems is the first book in the field to provide details of a multi-agent architecture for building intelligent hybrid systems.
A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence
Title | A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence PDF eBook |
Author | Nikos Kolobov |
Publisher | Springer Nature |
Pages | 71 |
Release | 2022-06-01 |
Genre | Computers |
ISBN | 3031015436 |
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
Title | Multiagent Systems PDF eBook |
Author | Gerhard Weiss |
Publisher | MIT Press |
Pages | 917 |
Release | 2013-03-08 |
Genre | Computers |
ISBN | 0262018896 |
This is the first comprehensive introduction to multiagent systems and contemporary distributed artificial intelligence that is suitable as a textbook.
Agent Technology
Title | Agent Technology PDF eBook |
Author | Nicholas R. Jennings |
Publisher | Springer Science & Business Media |
Pages | 338 |
Release | 2012-12-06 |
Genre | Computers |
ISBN | 3662036789 |
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.
Business Information Systems: Concepts, Methodologies, Tools and Applications
Title | Business Information Systems: Concepts, Methodologies, Tools and Applications PDF eBook |
Author | Management Association, Information Resources |
Publisher | IGI Global |
Pages | 2319 |
Release | 2010-06-30 |
Genre | Computers |
ISBN | 1615209700 |
Business Information Systems: Concepts, Methodologies, Tools and Applications offers a complete view of current business information systems within organizations and the advancements that technology has provided to the business community. This four-volume reference uncovers how technological advancements have revolutionized financial transactions, management infrastructure, and knowledge workers.