Annotated production systems: a model for skill acquisition

Authors:
Ira P. Goldstein;Eric Crimson
Affiliations:
Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, Massachusetts;Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, Massachusetts
Venue:
IJCAI'77 Proceedings of the 5th international joint conference on Artificial intelligence - Volume 1
Year:
1977

Citing 3
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Brief paper: A simulation study with a combined network and production systems model of pilot behavior on an ILS-approach

Automatica (Journal of IFAC)

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Abstract

Annotated Production Systems provide a procedural model for skill acquisition by augmenting a production model of the skill with formal commentary describing plans, hugs, and interrelationships among various productions. This commentary supports efficient interpretation, self-debugging and self-improvement. The theory of annotated productions is developed by analyzing the skill of attitude instrument flying. An annotated production interpreter has been written that executes skill models which control a flight simulator. Preliminary evidence indicates that annotated productions effectively model certain bugs and certain learning behaviors characteristic of student.