Improving Model-Based Control and Active Exploration with Reconstruction Uncertainty Optimization

Norman Di Palo, Harri Valpola

Model based predictions of future trajectories of a dynamical system often suffer from inaccuracies, forcing model based control algorithms to re-plan often, thus being computation…