Browsing Natural and Mathematical Sciences by Subject "Quantization"
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Asymptotic optimality of finite model approximations for partially observed markov decision processes with discounted cost (IEEE, 2020-01)We consider finite model approximations of discrete-time partially observed Markov decision processes (POMDPs) under the discounted cost criterion. After converting the original partially observed stochastic control problem ...
(IEEE, 2019-07)In this paper, we consider the finite-state approximation of a discrete-time constrained Markov decision process (MDP) under the discounted and average cost criteria. Using the linear programming formulation of the constrained ...
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