JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE) ›› 2010, Vol. 40 ›› Issue (4): 23-28.

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Survey on predictive representations of state

WANG Li, GAO Yang,  WANG Wei-wei   

  1. National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093, China
  • Received:2010-02-20 Online:2010-08-16 Published:2010-02-20

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Abstract:

 Predictive state representations (PSR) is a novel method for modeling discrete dynamic systems. PSR represents the system′s state using a set of prediction vectors of action-observation sequence. It surveyed basic concepts, problems, methods and latest extended applications of PSR, and points out the development future of the PSR model.

Key words: linear predictive state representations, discovering core tests, learning parameters

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