Model minimization by linear PSR

Abstract

Predictive state representation (PSR), proposed by [Littman et al., 2002; Singh et al., 2004], are a general representation for controlled dynamical systems. We present a sufficient condition under which a linear PSR compresses a POMDP representation. 

Topics

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Cite this paper

@inproceedings{Izadi2005ModelMB, title={Model minimization by linear PSR}, author={Masoumeh T. Izadi and Doina Precup}, booktitle={IJCAI}, year={2005} }