Learning to Provably Satisfy High Relative Degree Constraints for Black-Box Systems

Jean-Baptiste Bouvier, Kartik Nagpal, Negar Mehr

In this paper, we develop a method for learning a control policy guaranteed to satisfy an affine state constraint of high relative degree in closed loop with a black-box system. Pr…