ML Anthology

Model Minimization by Linear PSR

Masoumeh T. Izadi, Doina Precup
IJCAI 2005 pp. 1749-1750
/ijcai/2005/izadi2005ijcai-model/

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. 1

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Text

Izadi and Precup. "Model Minimization by Linear PSR." International Joint Conference on Artificial Intelligence, 2005.

Markdown

[Izadi and Precup. "Model Minimization by Linear PSR." International Joint Conference on Artificial Intelligence, 2005.](https://mlanthology.org/ijcai/2005/izadi2005ijcai-model/)

BibTeX

@inproceedings{izadi2005ijcai-model,
  title     = {{Model Minimization by Linear PSR}},
  author    = {Izadi, Masoumeh T. and Precup, Doina},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {2005},
  pages     = {1749-1750},
  url       = {https://mlanthology.org/ijcai/2005/izadi2005ijcai-model/}
}