Browsing by Subject "markov decision processes"
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The Essential Dynamics Algorithm: Essential Results
(2003-05-01)This paper presents a novel algorithm for learning in a class of stochastic Markov decision processes (MDPs) with continuous state and action spaces that trades speed for accuracy. A transform of the stochastic MDP ...