TR026: Knowledge Based Strategy Generalization
Abstract/Contents
- Abstract
- WATCH is a system that performs knowledge level learning within the BB 1 blackboard system environment. WATCH learns strategic knowledge by observing or "watching" the actions an expert uses to solve a problem. By its very nature however, the strategies WATCH finds are very problem specific and cannot be used to solve a very large class of problems. This paper describes MetaWATCH, an enhancement to the WATCH system that compares multiple WATCH output strategies in the context of the problem they solve and finds the common abstraction. This allows it to learn strategies applicable to a wider range of problems.
Description
| Type of resource | text |
|---|---|
| Date created | April 1990 |
Creators/Contributors
| Author | Confrey, Tony |
|---|---|
| Author | Hayes-Roth, Barbara |
Subjects
| Subject | CIFE |
|---|---|
| Subject | Center for Integrated Facility Engineering |
| Subject | Stanford University |
| Subject | Blackboard System |
| Subject | Knowledge-Based Strategy |
| Subject | WATCH |
| Genre | Technical report |
Bibliographic information
Access conditions
- Use and reproduction
- User agrees that, where applicable, content will not be used to identify or to otherwise infringe the privacy or confidentiality rights of individuals. Content distributed via the Stanford Digital Repository may be subject to additional license and use restrictions applied by the depositor.
Preferred citation
- Preferred Citation
- Confrey, Tony and Hayes-Roth, Barbara. (1990). TR026: Knowledge Based Strategy Generalization. Stanford Digital Repository. Available at: http://purl.stanford.edu/ww350td8606
Collection
CIFE Publications
Contact information
- Contact
- cife-email@stanford.edu
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