Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees

Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe

The combination of machine learning with control offers many opportunities, in particular for robust control. However, due to strong safety and reliability requirements in many rea…