An Improved Convergence Analysis of Stochastic Variance-Reduced Policy Gradient

Pan Xu, Felicia Gao, Quanquan Gu

We revisit the stochastic variance-reduced policy gradient (SVRPG) method proposed by Papini et al. (2018) for reinforcement learning. We provide an improved convergence analysis o…