Safe Learning-based Observers for Unknown Nonlinear Systems using Bayesian Optimization

Ankush Chakrabarty, Mouhacine Benosman

Data generated from dynamical systems with unknown dynamics enable the learning of state observers that are: robust to modeling error, computationally tractable to design, and capa…