GdT Contrôle

Michel Fliess (LIX, Ecole Polytechnique) Slides Active Queue Management (AQM) for mitigating Internet congestion has been addressed via various feedback control syntheses, especially P, PI, and PID regulators, by using a linear approximation where the ``round trip time'', i.e., the delay, is assumed to be constant. This constraint is lifted here by using a nonlinear […]

Samuel Daudin (LJLL, Univ. Paris-Cité) Performing regression tasks with deep neural networks can be modeled as an optimal control problem for an ordinary differential equation. The ODE describes the evolution of the features along the layers of the network while the control is given, for each layer, by the parameters (weights and biases) of the neurons. We […]