Estimating Control Barriers from Offline Data

Hongzhan Yu, Seth Farrell, Ryo Yoshimitsu +3

Learning-based methods for constructing control barrier functions (CBFs) are gaining popularity for ensuring safe robot control. A major limitation of existing methods is their rel…