Learning for Model Predictive Control

Doctoral theses at NTNU 2023:261. This thesis focuses on learning-based control, with an emphasis on control designs for which we can analyze stability and robustness properties. The topic is motivated by the lack of available controllers for complex, nonlinear dynamical systems that are hard to model, and that are also applicable to safety-critical applications.