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New Directions in AI Planning (ESWP 95 Proceedings)

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ISBN-10: 9051992378

ISBN-13: 9789051992373

Edition: 1st

Authors: M. Ghallab

List price: $109.00
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Description:

These papers follow two directions: planning under certainty, or classical search-based planning; and aspects of planning such as abstraction, plan recognition, plan modification, knowledge-level planning and learning. Borderline topics, such as temporal reasoning, are also included.
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Book details

List price: $109.00
Edition: 1st
Publisher: IOS Press, Incorporated
Binding: Hardcover
Pages: 400
Size: 6.75" wide x 10.00" long x 1.25" tall
Weight: 1.892
Language: English

On Building a Planning Tool Boxp. 3
Five Years of Tractable Planningp. 19
Passive and Active Decision Postponement in Plan Generationp. 37
Selectively Delaying Linking Commitments in Partial-Order Plannersp. 49
Universal Classical Planner: An Algorithm for Unifying State-Space and Plan-Space Planningp. 61
Incremental Planningp. 79
Incremental Abstraction Planning for Limited-Time Situationsp. 91
User-Guided Interleaving of Planning and Executionp. 103
Learning Search Control Rules for Plan-Space Planners: Factors Affecting the Performancep. 115
Hybrid Learning of Search Control for Partial-Order Planningp. 129
Using Temporal Logic to Control Search in a Forward Chaining Plannerp. 141
Planning under Uncertainty: Structural Assumptions and Computational Leveragep. 157
The Footprint Principle for Heuristics for Probabilistic Plannersp. 173
Generating Optimal Policies for High-Level Plans with Conditional Branches and Loopsp. 187
A Framework for Automatic Abstractionp. 203
Hierarchisation of the Search Space in Temporal Planningp. 217
Planning Speed-up via Domain Model Compilationp. 233
O-Plan: A Situated Planning Agentp. 247
Formalizing the PRODIGY Planning Algorithmp. 261
An Interactive Planning Architecturep. 273
Why Real-World Planning is Difficult: A Tale of Two Applicationsp. 287
Computational Complexity of Manufacturing Process Planningp. 299
Tractable Planning for an Assembly Linep. 313
Situated Control Rules as Approximate Plans: A PAC-Based Theoryp. 327
DDL 1: Formal Description of a Constraint Representation Language for Physical Domainsp. 341
Constructing Action Graphs for Planningp. 353
The Multimission VICAR Planner: A Fielded Planning System for Scientific Data Analysisp. 371
Learning to Guide a Robot via Perceptionsp. 382
An Explanation-Based Approach to Improve Retieval in Case-Based Planningp. 395
Author Indexp. 407
Table of Contents provided by Blackwell. All Rights Reserved.