ImitationFlow: Learning Deep Stable Stochastic Dynamic Systems by Normalizing Flows

Julen Urain, Michelle Ginesi, Davide Tateo +1

We introduce ImitationFlow, a novel Deep generative model that allows learning complex globally stable, stochastic, nonlinear dynamics. Our approach extends the Normalizing Flows f…