Intelligent Techniques for Planning

By: Ioannis Vlahavas (Editor), Dimitris Vrakas (Editor)

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Hardcover | 30 November 2004

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Hardcover
380 Pages

Dimensions(cm)
25.4 x 17.78 x 2.54

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The Intelligent Techniques for Planning presents a number of modern approaches to the area of automated planning. These approaches combine methods from classical planning such as the construction of graphs and the use of domain-independent heuristics with techniques from other areas of artificial intelligence. This book discuses, in detail, a number of state-of-the-art planning systems that utilize constraint satisfaction techniques in order to deal with time and resources, machine learning in order to utilize experience drawn from past runs, methods from knowledge systems for more expressive representation of knowledge and ideas from other areas such as Intelligent Agents. Apart from the thorough analysis and implementation details, each chapter of the book also provides extensive background information about its subject and presents and comments on similar approaches done in the past.

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Non-Fiction Reference, Information & Interdisciplinary Subjects Encyclopaedias & Reference Works Computing & I.T.Computer Science Artificial Intelligence Expert Systems & Knowledge-Based Systems Research & Information Information theory Business & Management Business Mathematics & Systems

Declarative planning and knowledge representation in an action language	p. 1
A framework for hybrid and analogical planning	p. 35
Machine learning for adaptive planning	p. 90
Plan optimization by plan rewriting	p. 121
Continuous planning for virtual environments	p. 162
Coordination in multi-agent planning with an application in logistics	p. 194
AI planning and intelligent agents	p. 225
Planning with concurrency, time and resources : a CSP-based approach	p. 259
Efficiently dispatching plans encoded as simple temporal problems	p. 296
Constraint satisfaction for planning and scheduling	p. 320
Table of Contents provided by Blackwell. All Rights Reserved.

Intelligent Techniques for Planning

At a Glance

Hardcover

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How to return your order

Defective items

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