Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators

Naichang Ke, Ryogo Tanaka, Yoshinobu Kawahara

We consider an operator-based latent Markov representation of a stochastic nonlinear dynamical system, where the stochastic evolution of the latent state embedded in a reproducing…