Refining Almost-Safe Value Functions on the Fly

Sander Tonkens, Sosuke Kojima, Chenhao Liu +2

Control Barrier Functions (CBFs) are a powerful tool for ensuring robotic safety, but designing or learning valid CBFs for complex systems is a significant challenge. While Hamilto…