Dropout MPC: An Ensemble Neural MPC Approach for Systems with Learned Dynamics

Spyridon Syntakas, Kostas Vlachos

Neural networks are lately more and more often being used in the context of data-driven control, as an approximate model of the true system dynamics. Model Predictive Control (MPC)…