A Study of Policy Gradient on a Class of Exactly Solvable Models

Gavin McCracken, Colin Daniels, Rosie Zhao +3

Policy gradient methods are extensively used in reinforcement learning as a way to optimize expected return. In this paper, we explore the evolution of the policy parameters, for a…