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Introduction to Markov Chain Monte Carlo
www.mcmchandbook.netIntroduction to Markov Chain Monte Carlo 5 1.3 Computer Programs and Markov Chains Suppose you have a computer program Initialize x repeat { Generate pseudorandom ...
Algorithms for Reinforcement Learning
sites.ualberta.cavariables, conditional expectations, and Markov chains. It is helpful, but not necessary, for the reader to be familiar with statistical learning theory, as the essential concepts will be explained as needed. In some parts of the book, knowledge of regression techniques of machine learning will be useful. This book has three parts.