An Online Prediction Algorithm for Reinforcement Learning with Linear Function Approximation using Cross Entropy Method

Ajin George Joseph, Shalabh Bhatnagar

In this paper, we provide two new stable online algorithms for the problem of prediction in reinforcement learning, \emph{i.e.}, estimating the value function of a model-free Marko…