KSL-89-44 + redirect page
NEWWATCH: Learning Interrupted Strategies by Observing Actions + Has identifier
NEWWATCH: Learning Interrupted Strategies by Observing Actions + Ksl tr id
NEWWATCH: Learning Interrupted Strategies by Observing Actions + Number
| NEWWATCH: Learning Interrupted Strategies by Observing Actions |
Bibtype
techreport
Has publishing details
March,1990
Has title
NEWWATCH: Learning Interrupted Strategies by Observing Actions
Has where published
KSL-89-44
Has year
1990
Title
NEWWATCH: Learning Interrupted Strategies by Observing Actions
Year
1990
Abstract
An expect can normally demonstrate a strat … An expect can normally demonstrate a strategy by solving individual problems. However, it is more difficult to articulate the set of general rules used to select actions. The WATCH project was designed to "watch over the shoulder" of an expect, to automatically learn strategic knowledge by observing the sequence of actions that were performed. The original WATCH program was limited by the assumption that the entire sequence of problem-solving actions could be induced into a single hierarchical strategy tree. Any interruptions in this single strategy, whether a simple opportunistic sequence or a second parallel strategy, were simply treated as noise that confused the system. The NEWWATCH extension has been implemented to recognize various kinds of interruptions, thereby greatly increasing the range of strategies that the WATCH system can learn. trategies that the WATCH system can learn.
Address
Stanford, CA, USA +
Author
Andrew Gans and Barbara Hayes-Roth +
Has author
Andrew Gans and Barbara Hayes-Roth +
Has identifier
NEWWATCH: Learning Interrupted Strategies by Observing Actions +
Institution
Knowledge Systems, AI Laboratory +
Ksl tr id
NEWWATCH: Learning Interrupted Strategies by Observing Actions +
Month
March +
Number
NEWWATCH: Learning Interrupted Strategies by Observing Actions +
Process note
NO +
Categories KSL Technical Report +, Publication +, Technical Report +
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