AGENT ENGINEERING (V43)

By: LIU JIMING

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Hardcover | 14 June 2001

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Hardcover
274 Pages

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22.86 x 15.24 x 2.24

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Agent engineering concerns the development of autonomous computational or physical entities capable of perceiving, reasoning, adapting, learning, cooperating and delegating in a dynamic environment. It is one of the most promising areas of research and development in information technology, computer science and engineering.

This book addresses some of the key issues in agent engineering: What is meant by "autonomous agents"? How can we build agents with autonomy? What are the desirable capabilities of agents with respect to surviving (they will not die) and living (they will furthermore enjoy their being or existence)? How can agents cooperate among themselves? In order to achieve the optimal performance at the global level, how much optimization at the local, individual level and how much at the global level would be necessary?

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Non-Fiction Medicine Medicine in General Engineering & Technology Electronics & Communications Engineering Electronics Engineering Automatic Control Engineering Robotics Computing & I.T.Computer Science Artificial Intelligence Computer Vision

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List of Contributors
Introduction to Agent Engineering	p. 1
Why Autonomy Makes the Agent	p. 7
Knowledge Granularity Spectrum, Action Pyramid, and the Scaling Problem	p. 29
The Motivation for Dynamic Decision-Making Frameworks in Mutli-Agent Systems	p. 59
Dynamically Organizing KDD Processes in a Multi-Agent KDD System	p. 93
Self-Organized Intelligence	p. 123
Valuation-Based Coalition Formation in Multi-Agent Systems	p. 149
Simulating How to Cooperate in Iterated Chicken and Prisoner's Dilemma Games	p. 175
Training Intelligent Agents Using Human Data Collected on the Internet	p. 201
Agent Dynamics: Soap Paradigm	p. 227
Author and Subject Index	p. 261
Table of Contents provided by Blackwell. All Rights Reserved.

AGENT ENGINEERING (V43)

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Hardcover

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