Unmatched uncertainty mitigation through neural network supported model predictive control

Mateus V. Gasparino, Prabhat K. Mishra, Girish Chowdhary

This paper presents a deep learning based model predictive control (MPC) algorithm for systems with unmatched and bounded state-action dependent uncertainties of unknown structure.…