Safety Filters for Black-Box Dynamical Systems by Learning Discriminating Hyperplanes

Will Lavanakul, Jason J. Choi, Koushil Sreenath +1

Learning-based approaches are emerging as an effective approach for safety filters for black-box dynamical systems. Existing methods have relied on certificate functions like Contr…