cs.LG, cs.RO

Structure-Preserving Gaussian Processes Via Discrete Euler-Lagrange Equations

arXiv:2605.06246v1 Announce Type: cross
Abstract: In this paper, we propose Lagrangian Gaussian Processes (LGPs) for probabilistic and data-efficient learning of dynamics via discrete forced Euler-Lagrange equations. Importantly, the geometric structu…