Thomas Woodruff

Model Predictive Control of Nonlinear Latent Force Models: A Scenario-Based Approach

Control of nonlinear uncertain systems is a common challenge in the robotics field. Nonlinear latent force models, which incorporate latent uncertainty characterized as Gaussian processes, carry the promise of representing such systems effectively, and we focus on the control design for them in this…