---
title: "Model minimization by linear PSR"
authors:
  - "Masoumeh T. Izadi"
  - "Doina Precup"
doi: ""
url: "https://ijcai.org/proceedings/2005/334"
pdf: "https://ijcai.org/proceedings/2005/0334.pdf"
venue: "Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence"
year: 2005
pages: "1749-1749"
track: ""
keywords:
---

# Model minimization by linear PSR

Masoumeh T. Izadi, Doina Precup

*Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence*, pages 1749-1749.

## 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.