On The Convergence Of Policy Iteration-Based Reinforcement Learning With Monte Carlo Policy Evaluation

Anna Winnicki, R. Srikant

A common technique in reinforcement learning is to evaluate the value function from Monte Carlo simulations of a given policy, and use the estimated value function to obtain a new…