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» Admissible Heuristics for Optimal Planning
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NIPS
2004
13 years 10 months ago
Coarticulation in Markov Decision Processes
We investigate an approach for simultaneously committing to multiple activities, each modeled as a temporally extended action in a semi-Markov decision process (SMDP). For each ac...
Khashayar Rohanimanesh, Robert Platt Jr., Sridhar ...
ICDE
2010
IEEE
233views Database» more  ICDE 2010»
14 years 1 months ago
Polynomial heuristics for query optimization
— Research on query optimization has traditionally focused on exhaustive enumeration of an exponential number of candidate plans. Alternatively, heuristics for query optimization...
Nicolas Bruno, César A. Galindo-Legaria, Mi...
JAIR
2006
120views more  JAIR 2006»
13 years 8 months ago
FluCaP: A Heuristic Search Planner for First-Order MDPs
We present a heuristic search algorithm for solving first-order Markov Decision Processes (FOMDPs). Our approach combines first-order state abstraction that avoids evaluating stat...
Steffen Hölldobler, Eldar Karabaev, Olga Skvo...
IJCAI
1989
13 years 9 months ago
Goal Ordering in Partially Ordered Plans
Partially ordered plans have not solved the goal ordering problem. Consider: a goal in a par­ tially ordered plan is an operator precondition that is not yet achieved; operators,...
Mark Drummond, Ken Currie
AIPS
2009
13 years 9 months ago
Suboptimal and Anytime Heuristic Search on Multi-Core Machines
In order to scale with modern processors, planning algorithms must become multi-threaded. In this paper, we present parallel shared-memory algorithms for two problems that underli...
Ethan Burns, Seth Lemons, Wheeler Ruml, Rong Zhou