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Simulation Based Algorithms For Markov Decision Process And Stochastic Optimization
(2010-08-06)
In Chapter 2, we propose several two-timescale simulation-based actor-critic algorithms for solution of infinite horizon Markov Decision Processes (MDPs) with finite state-space under the average cost criterion. On the ...