End-to-End Learning of Safe Optimal Feedback Control in High Dimensions with Control Barrier Function Layers

Xingjian Li, Kelvin Kan, Deepanshu Verma +3

We consider the problem of learning high-dimensional semi-global feedback controllers under hard safety constraints enforced by control barrier functions (CBFs). Incorporating CBFs…