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» Hierarchical Heuristic Forward Search in Stochastic Domains
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IJCAI
2007
15 years 9 months ago
Hierarchical Heuristic Forward Search in Stochastic Domains
Nicolas Meuleau, Ronen I. Brafman
142
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SARA
2005
Springer
16 years 29 days ago
Generating Admissible Heuristics by Abstraction for Search in Stochastic Domains
Natalia N. Beliaeva, Shlomo Zilberstein
JAIR
2007
79views more  JAIR 2007»
15 years 7 months ago
Probabilistic Planning via Heuristic Forward Search and Weighted Model Counting
We present a new algorithm for probabilistic planning with no observability. Our algorithm, called Probabilistic-FF, extends the heuristic forward-search machinery of Conformant-F...
Carmel Domshlak, Jörg Hoffmann
AIPS
2004
15 years 9 months ago
Conformant Planning via Heuristic Forward Search: A New Approach
Conformant planning is the task of generating plans given uncertainty about the initial state and action effects, and without any sensing capabilities during plan execution. The p...
Ronen I. Brafman, Jörg Hoffmann
CP
2004
Springer
16 years 27 days ago
Heuristic Selection for Stochastic Search Optimization: Modeling Solution Quality by Extreme Value Theory
The success of stochastic algorithms is often due to their ability to effectively amplify the performance of search heuristics. This is certainly the case with stochastic sampling ...
Vincent A. Cicirello, Stephen F. Smith