The Optimal Reward Baseline for Gradient-Based Reinforcement Learning

Lex Weaver, Nigel Tao

There exist a number of reinforcement learning algorithms which learnby climbing the gradient of expected reward. Their long-runconvergence has been proved, even in partially obser…