Intelligent Planning: A Decomposition and Abstraction Based Approach

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The book provides a clear, thorough coverage of key areas of classical AI planning. Its main theme is to build more intelligence on a set of basic algorithms and representations for planning.

A Taxonomy of Decomposition Strategies Based on Structures, Behaviors, and Goals

It presents advanced techniques for plan generation using decomposition and plan merging and for analyzing and comparing planning algorithms. The book contains illustrations, examples, algorithms, analyses, tables, and extensive references. JavaScript is currently disabled, this site works much better if you enable JavaScript in your browser.

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AI planning is an active research and applications field concerned with action and plan representation, plan synthesis and reasoning, analysis of planning algorithms, plan execution and monitoring, and plan reuse and learning. The book provides a clear, thorough coverage of key areas of classical AI planning.

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Its main theme is to build more intelligence on a set of basic algorithms and representations for planning. It presents advanced techniques for plan generation using decomposition and plan merging and for analyzing and comparing planning algorithms.


  1. Intelligent Planning: A Decomposition and Abstraction Based Approach - Qiang Yang - Google книги.
  2. Intelligent Planning - A Decomposition and Abstraction Based Approach | Qiang Yang | Springer.
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  8. The book contains illustrations, examples, algorithms, analyses, tables, and extensive references Description based on print version record. FAQ Policy.


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    8. About this Textbook This monograph on planning based on Artificial Intelligence methods may serve both as an advanced textbook and as a general reference book. Show all. Analytical Techniques Pages Yang, Qiang. Planning by Decomposition Pages Yang, Qiang.

      Intelligent planning [electronic resource] : a decomposition and abstraction based approach

      Plan Merging Pages Yang, Qiang. Hierarchical Planning Pages Yang, Qiang.

      Effect Abstraction Pages Yang, Qiang.