Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control

Sebastian Hirt, Lukas Theiner, Rolf Findeisen

Closed-loop performance of sequential decision making algorithms, such as model predictive control, depends strongly on the choice of controller parameters. Bayesian optimization a…