Control Barrier Functions With Real-Time Gaussian Process Modeling

Ricardo Gutierrez, Jesse B. Hoagg

We present an approach for satisfying state constraints in systems with nonparametric uncertainty by estimating this uncertainty with a real-time-update Gaussian process (GP) model…