Robust Reinforcement Learning in Continuous Control Tasks with Uncertainty Set Regularization

Yuan Zhang, Jianhong Wang, Joschka Boedecker

Reinforcement learning (RL) is recognized as lacking generalization and robustness under environmental perturbations, which excessively restricts its application for real-world rob…