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AIPS
2004

Statistical Goal Parameter Recognition

14 years 6 days ago
Statistical Goal Parameter Recognition
We present components of a system which uses statistical, corpus-based machine learning techniques to perform instantiated goal recognition -- recognition of both a goal schema and its parameter values. We first present new results for our previously reported statistical goal schema recognizer. We then present our goal parameter recognizer. The recognizer is fast (linear in the number of observed actions) and is able to recognize parameter values which were never seen in training. In addition, this is the first system we are aware of that uses statistical methods to recognize goal parameter values.
Nate Blaylock, James F. Allen
Added 30 Oct 2010
Updated 30 Oct 2010
Type Conference
Year 2004
Where AIPS
Authors Nate Blaylock, James F. Allen
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