Ilan Kroo

Scalable Identification of Partially Observed Systems with Certainty-Equivalent EM

System identification is a key step for model-based control, estimator design, and output prediction. This work considers the offline identification of partially observed nonlinear systems. We empirically show that the certainty-equivalent approximation to expectation-maximization can be a reliable…