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01/16/2014
Automatic Induction of Bellman-Error Features for Probabilistic Planning
Domain-specific features are important in representing problem structure...
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02/06/2013
Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes
We present a method for solving implicit (factored) Markov decision proc...
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12/12/2012
Inductive Policy Selection for First-Order MDPs
We select policies for large Markov Decision Processes (MDPs) with compa...
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06/22/2012
Estimating Densities with Non-Parametric Exponential Families
We propose a novel approach for density estimation with exponential fami...
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07/13/2000
