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» Hierarchical Heuristic Forward Search in Stochastic Domains
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63
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SARA
2005
Springer
15 years 6 months ago
Generating Admissible Heuristics by Abstraction for Search in Stochastic Domains
Natalia N. Beliaeva, Shlomo Zilberstein
106
Voted
JAIR
2007
79views more  JAIR 2007»
15 years 12 days 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
108
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AIPS
2004
15 years 1 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
15 years 5 months 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