Discrete Action Matching: Learning Stochastic Dynamics from Samples via State Graphs

Mikhail Persiianov, Alexander Korotin

Learning population dynamics from unpaired temporal marginals is an ill-posed inverse problem that requires structural assumptions on the underlying dynamics. We introduce $\textit…