Keyword : stochastic complexity

On the Effects of Domain Size and Complexity in Empirical Distribution of Reinforcement Learning
Kazunori IWATA Kazushi IKEDA Hideaki SAKAI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/01/01
Vol. E88-D  No. 1 ; pp. 135-142
Type of Manuscript:  PAPER
Category: Artificial Intelligence and Cognitive Science
reinforcement learningMarkov decision processLempel-Ziv codingdomain sizestochastic complexity
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Almost Sure and Mean Convergence of Extended Stochastic Complexity
Masayuki GOTOH Toshiyasu MATSUSHIMA Shigeichi HIRASAWA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1999/10/25
Vol. E82-A  No. 10 ; pp. 2129-2137
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: Source Coding/Image Processing
extended stochastic complexitystochastic complexityBayesian statisticsasymptotic normality
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