Sim-to-Lab-to-Real: Safe Reinforcement Learning with Shielding and Generalization Guarantees

Kai-Chieh Hsu, Allen Z. Ren, Duy Phuong Nguyen +2

Safety is a critical component of autonomous systems and remains a challenge for learning-based policies to be utilized in the real world. In particular, policies learned using rei…