120
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AIPS
2010
15 years 7 months ago
2010
The problem of effectively combining multiple heuristic estimators has been studied extensively in the context of optimal planning, but not in the context of satisficing planning....
137
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AAAI
2007
15 years 7 months ago
2007
We describe a technique for comparing distributions without the need for density estimation as an intermediate step. Our approach relies on mapping the distributions into a Reprod...
117
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AAAI
2008
15 years 7 months ago
2008
Compilation is an important approach to a range of inference problems, since it enables linear-time inference in the size S of the compiled representation. However, the main drawb...
132
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AIPS
2010
15 years 7 months ago
2010
Heuristic functions make MDP solvers practical by reducing their time and memory requirements. Some of the most effective heuristics (e.g., the FF heuristic function) first determ...
AAAI
2007
15 years 7 months ago
2007