Discretization error from regularized Reinforcement Learning to continuous-time stochastic control

Huyên Pham, Yuming Paul Zhang, Yuhua Zhu

This paper establishes a rigorous connection between regularized discrete-time reinforcement learning (RL) and continuous-time stochastic optimal control. Specifically, classical R…