2015
Conservative to confident: Treating uncertainty robustly within Learning-Based Control
ICRA 2015poster
Robust control maintains stability and performance for a fixed amount of model uncertainty but can be conservative since the model is not updated online. Learning-based control, on the other hand, uses data to improve the model over time but is not typically guaranteed to be robust throughout the pr…