Adaptive Deep Neural Network-Based Control Barrier Functions

Hannah M. Sweatland, Omkar Sudhir Patil, Warren E. Dixon

Safety constraints of nonlinear control systems are commonly enforced through the use of control barrier functions (CBFs). Uncertainties in the dynamic model can disrupt forward in…