Average-Reward Reinforcement Learning with Trust Region Methods

Xiaoteng Ma, Xiaohang Tang, Li Xia +2

Most of reinforcement learning algorithms optimize the discounted criterion which is beneficial to accelerate the convergence and reduce the variance of estimates. Although the dis…