2021
Automatic Data Augmentation for Generalization in Reinforcement Learning
NeurIPS 2021poster
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 of augmentations and selecting the right one typically…