Composing MPC with LQR and Neural Network for Amortized Efficiency and Stable Control

Fangyu Wu, Guanhua Wang, Siyuan Zhuang +4

Model predictive control (MPC) is a powerful control method that handles dynamical systems with constraints. However, solving MPC iteratively in real time, i.e., implicit MPC, rema…