Predictive PER: Balancing Priority and Diversity towards Stable Deep Reinforcement Learning

Sanghwa Lee, Jaeyoung Lee, Ichiro Hasuo

Prioritized experience replay (PER) samples important transitions, rather than uniformly, to improve the performance of a deep reinforcement learning agent. We claim that such prio…