Nicklas Hansen

Generalization in Reinforcement Learning by Soft Data Augmentation

2020 · arXiv (Cornell University)

Extensive efforts have been made to improve the generalization ability of Reinforcement Learning (RL) methods via domain randomization and data augmentation. However, as more factors of variation are introduced during training, optimization becomes increasingly challenging, …