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Neural ODE Control for Trajectory Approximation of Continuity Equation

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Published in 2022 at "IEEE Control Systems Letters"

DOI: 10.48550/arxiv.2205.09241

Abstract: We consider the controllability problem for the continuity equation, corresponding to neural ordinary differential equations (ODEs), which describes how a probability measure is pushedforward by the flow. We show that the controlled continuity equation has… read more here.

Keywords: continuity equation; neural ode; control; continuity ... See more keywords