Invariant Transform Experience Replay: Data Augmentation for Deep Reinforcement Learning

Yijiong Lin, Jiancong Huang, Matthieu Zimmer +3

Deep Reinforcement Learning (RL) is a promising approach for adaptive robot control, but its current application to robotics is currently hindered by high sample requirements. To a…