Structure-Preserving Gaussian Processes Via Discrete Euler-Lagrange Equations

Jan-Hendrik Ewering, Kathrin Flaßkamp, Niklas Wahlström +2

In this paper, we propose Lagrangian Gaussian Processes (LGPs) for probabilistic and data-efficient learning of dynamics via discrete forced Euler-Lagrange equations. Importantly,…