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Abstract: This article focuses on optimal control problems for a class of continuous-time affine nonlinear systems with control constraints. Most of the existing optimal control algorithms face ...

Abstract: Recent advances in deep reinforcement learning have shown promising results in solving sophisticated control problems with high dimensional states and action space. Inspired by this, we use ...