Design of Intelligent Multi-Agent Systems: Human-Centredness, Architectures, Learning and Adaptation

✍ Scribed by Nikhil Ichalkaranje, Professor Lakhmi C. Jain, Associate Professor Rajiv Khosla (auth.)

Publisher: Springer-Verlag Berlin Heidelberg
Year: 2005
Tongue: English
Leaves: 462
Series: Studies in Fuzziness and Soft Computing
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

The ongoing transition of Intelligent Systems Research and in particular the agent based research into the real world has resulted in the emergence of new phenomena distinct from the traditional logic-centered approach. This books focuses on those new trends in design and evolution of the agent technology such as humanization, architectures and learning of agents. "Design of Intelligent Multi-Agent Systems" presents the application of soft computing agents to complex real world problems in distributed environments, humanization of the agents and the optimization of their performance.

✦ Table of Contents

Front Matter....Pages i-xvii
Humanization of Soft Computing Agents....Pages 1-29
Software Agents for Ubiquitous Computing....Pages 31-62
Agents-Based Knowledge Logistics....Pages 63-101
Architectural Styles and Patterns for Multi-Agent Systems....Pages 103-132
Design and Behavior of a Massive Organization of Agents....Pages 133-190
Developing Agent-Based Applications with JADE....Pages 191-214
A Collective Can Do Better....Pages 215-238
Coordinating Multi-Agent Assistants with an Application by Means of Computational Reflection....Pages 239-278
Learning by Exchanging Advice....Pages 279-313
Adaptation and Mutation in Multi-Agent Systems and Beyond....Pages 315-353
Intelligent Action Acquisition for Animated Learning Agents....Pages 355-386
Using Stationary and Mobile Agents for Information Retrieval and E-Commerce....Pages 387-448

✦ Subjects

Appl.Mathematics/Computational Methods of Engineering; Control, Robotics, Mechatronics; Artificial Intelligence (incl. Robotics); Computer Applications

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