Identify then Realize: Contrastive Learning of Latent Port-Hamiltonian Dynamics from Partial Observations

Peilun Li, Kaiyuan Tan, Daniel Moyer +1

Identifying latent state representations and dynamics is essential when direct modeling in observation space is infeasible, particularly under partial and high-dimensional observat…