Robustness Evaluation of Offline Reinforcement Learning for Robot Control Against Action Perturbations

Shingo Ayabe, Takuto Otomo, Hiroshi Kera +1

Offline reinforcement learning, which learns solely from datasets without environmental interaction, has gained attention. This approach, similar to traditional online deep reinfor…