Maxwell Goldstein

Automatic Data Augmentation for Generalization in Reinforcement Learning

2021 · arXiv (Cornell University)

Deep reinforcement learning (RL) agents often fail to generalize beyond their training environments. To alleviate this problem, recent work has proposed the use of data augmentation. However, different tasks tend to benefit from different types …