Robust Conformal CBF and CLF Controllers via Iterative Policy Updates

Omid Mirzaeedodangeh, Eliot Shekhtman, Nikolai Matni +1

Conformal prediction (CP) has been used to obtain probabilistic bounds on the error between a learned dynamics model and the true but unknown system. Such CP bounds can then be emb…