Safe learning-based control via function-based uncertainty quantification

Abdullah Tokmak, Toni Karvonen, Thomas B. Schön +1

Uncertainty quantification is essential when deploying learning-based control methods in safety-critical systems. This is commonly realized by constructing uncertainty tubes that e…