Stochastic Variance Reduction for Policy Gradient Estimation

Tianbing Xu, Qiang Liu, Jian Peng

Recent advances in policy gradient methods and deep learning have demonstrated their applicability for complex reinforcement learning problems. However, the variance of the perform…