Safe Domain Randomization via Uncertainty-Aware Out-of-Distribution Detection and Policy Adaptation

Mohamad H. Danesh, Maxime Wabartha, Stanley Wu +2

Deploying reinforcement learning (RL) policies in real-world involves significant challenges, including distribution shifts, safety concerns, and the impracticality of direct inter…