Linlin Ou

Safety-critical control of nonlinear systems using deep neural network-based control barrier functions

Safety-critical control of nonlinear systems based on control barrier functions is challenging, since uncertainties may invalidate the associated safety guarantees. To address this issue, an adaptive safety controller is developed by integrating a deep neural network with a tunea...