Safety and optimality in learning-based control at low computational cost

Dominik Baumann, Krzysztof Kowalczyk, Cristian R. Rojas +2

Applying machine learning methods to physical systems that are supposed to act in the real world requires providing safety guarantees. However, methods that include such guarantees…