Feedback maximum principle for ensemble control of local continuity equations. An application to supervised machine learning

Maxim Staritsyn, Nikolay Pogodaev, Roman Chertovskih +1

We consider an optimal control problem for a system of local continuity equations on a space of probability measures. Such systems can be viewed as macroscopic models of ensembles…