Safe reinforcement learning for probabilistic reachability and safety specifications: A Lyapunov-based approach

Subin Huh, Insoon Yang

Emerging applications in robotics and autonomous systems, such as autonomous driving and robotic surgery, often involve critical safety constraints that must be satisfied even when…