Large Batch Experience Replay

Thibault Lahire, Matthieu Geist, Emmanuel Rachelson

Several algorithms have been proposed to sample non-uniformly the replay buffer of deep Reinforcement Learning (RL) agents to speed-up learning, but very few theoretical foundation…