Learning Dynamics from Infrequent Output Measurements for Uncertainty-Aware Optimal Control

Robert Lefringhausen, Theodor Springer, Sandra Hirche

Reliable optimal control is challenging when the dynamics of a nonlinear system are unknown and only infrequent, noisy output measurements are available. This work addresses this s…