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MDAI
2009
Springer

Using Conditional Random Fields for Decision-Theoretic Planning

12 years 1 months ago
Using Conditional Random Fields for Decision-Theoretic Planning
We propose a means of extending Conditional Random Field modeling to decision-theoretic planning where valuation is dependent upon fullyobservable factors. Representation is discussed, and a comparison with existing decision problem methodologies is presented. Included are exact and inexact message passing schemes for policy making, examples of decision making in practice, extensions to solving general decision problems, and suggestions for future use.
Paul A. Ardis, Christopher M. Brown
Added 27 May 2010
Updated 27 May 2010
Type Conference
Year 2009
Where MDAI
Authors Paul A. Ardis, Christopher M. Brown
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