Universal Subgoaling and Chunking: The Automatic Generation and Learning of Goal Hierarchies
Author:   John Laird ,  Paul Rosenbloom ,  Allen Newell
Publisher:   Kluwer Academic Publishers
Edition:   1986 ed.
Volume:   11
ISBN:  

9780898382136


Pages:   314
Publication Date:   30 April 1986
Format:   Hardback
Availability:   In Print   Availability explained
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Universal Subgoaling and Chunking: The Automatic Generation and Learning of Goal Hierarchies


Overview

Rarely do research paths diverge and converge as neatly and productively as the paths exemplified by the two efforts contained in this book. The story behind these researches is worth recounting. The story, as far as I'm concerned, starts back in the Fall of1976, when John Laird and Paul Rosenbloom, as new graduate students in computer science at Carnegie-Mellon University, joined the Instructible Production System (IPS) project (Rychener, Forgy, Langley, McDermott, Newell, Ramakrishna, 1977; Rychener & Newell, 1978). In those days, production systems were either small or special or both (Newell, 1973; Shortliffe, 1976). Mike Rychener had just completed his thesis (Rychener, 1976), showing how production systems could effectively and perspicuously program the full array of artificial intelligence (AI) systems, by creating versions of Studellt (done in an earlier study, Rychener 1975), EPAM, GPS, King-Pawn-King endgames, a toy-blocks problem solver, and a natural-language input system that connected to the blocks-world system.

Full Product Details

Author:   John Laird ,  Paul Rosenbloom ,  Allen Newell
Publisher:   Kluwer Academic Publishers
Imprint:   Kluwer Academic Publishers
Edition:   1986 ed.
Volume:   11
Dimensions:   Width: 15.50cm , Height: 2.00cm , Length: 23.50cm
Weight:   1.440kg
ISBN:  

9780898382136


ISBN 10:   0898382130
Pages:   314
Publication Date:   30 April 1986
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
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

I. Universal Subgoaling.- 1. Introduction.- 2. The Soar Achitecture.- 3. Empirical Demonstration.- 4. Discussion.- 5. Conclusion.- II. The Chunking of Goal Hierarchies.- 1. Introduction.- 2. Practice.- 3. Stimulus-Response Compatibility.- 4. Goal-Structured Models.- 5. The Xaps3 Architecture.- 6. Simulation Results.- 7. Discussion.- 8. Conclusion.- III. Towards Chunking As A General Learning Mechanism.- 1. Introduction.- 2. Soar—A General Problem-Solving Architecture.- 3. Chunking in Soar.- 4. Demonstration.- 5. Conclusion.- Author Index.- I.- II.- III.

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