Aijia Yang

MADR: MPC-Guided Adversarial Deepreach

Hamilton-Jacobi Reachability offers a framework for generating safe value functions and policies in the face of adversarial disturbance, but is limited by the curse of dimensionality. Physics-informed deep learning is able to overcome this infeasibility, but itself suffers from slow and inaccurate c…