A Neural Network Architecture to Learn Explicit MPC Controllers from Data

E. T. Maddalena, C. G. da S. Moraes, G. Waltrich +1

We present a methodology to learn explicit Model Predictive Control (eMPC) laws from sample data points with tunable complexity. The learning process is cast in a special Neural Ne…