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» Point-Based Policy Iteration
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107
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DAGSTUHL
2007
15 years 7 months ago
A policy iteration algorithm for Markov decision processes skip-free in one direction
Joke Lambert, Benny Van Houdt, Chris Blondia
143
Voted
ICML
2010
IEEE
15 years 6 months ago
Least-Squares Policy Iteration: Bias-Variance Trade-off in Control Problems
Christophe Thiery, Bruno Scherrer
94
Voted
ICML
2010
IEEE
15 years 6 months ago
Analysis of a Classification-based Policy Iteration Algorithm
Alessandro Lazaric, Mohammad Ghavamzadeh, Ré...
CORR
2009
Springer
88views Education» more  CORR 2009»
15 years 3 months ago
An Inverse Method for Policy-Iteration Based Algorithms
Laurent Fribourg, Étienne André
UAI
2008
15 years 7 months ago
Sparse Stochastic Finite-State Controllers for POMDPs
Bounded policy iteration is an approach to solving infinitehorizon POMDPs that represents policies as stochastic finitestate controllers and iteratively improves a controller by a...
Eric A. Hansen