Convergence of Proximal Policy Gradient Method for Problems with Control Dependent Diffusion Coefficients

Ashley Davey, Harry Zheng

We prove convergence of the proximal policy gradient method for a class of constrained stochastic control problems with control in both the drift and diffusion of the state process…