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In this paper we develop several regression algorithms for solving general stochastic optimal control problems via … dependence structure of the underlying Markov process with respect to some control. The main idea behind the algorithms is to … investor. -- Optimal stochastic control ; Regression methods ; Convergence analysis. …
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optimization problem is set as a three-dimensional degenerate singular stochastic control problem. We provide the optimal control …
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The optimal control problem is considered for linear stochastic systems with a singular cost. A new uniformly convex …
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