Learning-Based Optimal Control with Performance Guarantees for Unknown Systems with Latent States

Robert Lefringhausen, Supitsana Srithasan, Armin Lederer +1

As control engineering methods are applied to increasingly complex systems, data-driven approaches for system identification appear as a promising alternative to physics-based mode…