Remember and Forget for Experience Replay

Guido Novati, Petros Koumoutsakos

Abstract: Experience replay (ER) is a fundamental component of off-policy deep reinforcement learning (RL). ER recalls experiences from past iterations to compute gradient estimates for the current policy, i...