Ebook: Universal Subgoaling and Chunking: The Automatic Generation and Learning of Goal Hierarchies
- Tags: Artificial Intelligence (incl. Robotics)
- Series: The Kluwer International Series in Engineering and Computer Science 11
- Year: 1986
- Publisher: Springer US
- Edition: 1
- Language: English
- pdf
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.
Content:
Front Matter....Pages i-xxi
Front Matter....Pages 1-1
Introduction....Pages 3-16
The Soar Architecture....Pages 17-55
Empirical Demonstration....Pages 57-81
Discussion....Pages 83-92
Conclusion....Pages 93-94
Back Matter....Pages 95-131
Front Matter....Pages 133-133
Introduction....Pages 135-138
Practice....Pages 139-148
Stimulus-Response Compatibility....Pages 149-174
Goal-Structured Models....Pages 175-199
The XAPS3 Architecture....Pages 201-223
Simulation Results....Pages 225-251
Discussion....Pages 253-272
Conclusion....Pages 273-274
Back Matter....Pages 275-282
Front Matter....Pages 283-283
Introduction....Pages 285-286
Soar—A General Problem-Solving Architecture....Pages 286-288
Chunking in Soar....Pages 288-290
Demonstration....Pages 290-296
Conclusion....Pages 296-297
Back Matter....Pages 297-299
Back Matter....Pages 301-313
Content:
Front Matter....Pages i-xxi
Front Matter....Pages 1-1
Introduction....Pages 3-16
The Soar Architecture....Pages 17-55
Empirical Demonstration....Pages 57-81
Discussion....Pages 83-92
Conclusion....Pages 93-94
Back Matter....Pages 95-131
Front Matter....Pages 133-133
Introduction....Pages 135-138
Practice....Pages 139-148
Stimulus-Response Compatibility....Pages 149-174
Goal-Structured Models....Pages 175-199
The XAPS3 Architecture....Pages 201-223
Simulation Results....Pages 225-251
Discussion....Pages 253-272
Conclusion....Pages 273-274
Back Matter....Pages 275-282
Front Matter....Pages 283-283
Introduction....Pages 285-286
Soar—A General Problem-Solving Architecture....Pages 286-288
Chunking in Soar....Pages 288-290
Demonstration....Pages 290-296
Conclusion....Pages 296-297
Back Matter....Pages 297-299
Back Matter....Pages 301-313
....