Real-Time Search for Learning Autonomous Agents

Author:   Toru Ishida
Publisher:   Springer
Edition:   1997 ed.
Volume:   406
ISBN:  

9780792399445


Pages:   126
Publication Date:   30 June 1997
Format:   Hardback
Availability:   In Print   Availability explained
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Real-Time Search for Learning Autonomous Agents


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Overview

Autonomous agents or multiagent systems are computational systems in which several computational agents interact or work together to perform some set of tasks. These systems may involve computational agents having common goals or distinct goals. This volume focuses on extending real-time search algorithms for autonomous agents and for a multiagent world. Although real-time search provides an attractive framework for resource-bounded problem solving, the behavior of the problem solver is not rational enough for autonomous agents. The problem solver always keeps the record of its moves and the problem solver cannot utilize and improve previous experiments. Other problems are that although the algorithms interleave planning and execution, they cannot be directly applied to a multiagent world. The problem solver cannot adapt to the dynamically changing goals and the problem solver cannot co-operatively solve problems with other problem solvers. This book deals with all these issues. Real-Time Search for Learning Autonomous Agents serves as an resource for researchers and engineers interested in both practical references and some theoretical basis for agent/multiagent systems. The book can also be used as a text for advanced courses on the subject.

Full Product Details

Author:   Toru Ishida
Publisher:   Springer
Imprint:   Springer
Edition:   1997 ed.
Volume:   406
Dimensions:   Width: 15.50cm , Height: 0.90cm , Length: 23.50cm
Weight:   0.860kg
ISBN:  

9780792399445


ISBN 10:   0792399447
Pages:   126
Publication Date:   30 June 1997
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Realtime Search Performance.- Controlling Learning Processes.- Adapting to Changing Goals.- Cooperating in Uncertain Situations.- Forming Problem Solving Organizations.

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