WALL-E: An Efficient Reinforcement Learning Research Framework

Tianbing Xu, Andrew Zhang, Liang Zhao

There are two halves to RL systems: experience collection time and policy learning time. For a large number of samples in rollouts, experience collection time is the major bottlene…