Safe Online Dynamics Learning with Initially Unknown Models and Infeasible Safety Certificates

Alexandre Capone, Ryan Cosner, Aaron Ames +1

Safety-critical control tasks with high levels of uncertainty are becoming increasingly common. Typically, techniques that guarantee safety during learning and control utilize cons…