Towards Safe Learning-Based Non-Linear Model Predictive Control through Recurrent Neural Network Modeling

Mihaela-Larisa Clement, Mónika Farsang, Agnes Poks +4

The practical deployment of nonlinear model predictive control (NMPC) is often limited by online computation: solving a nonlinear program at high control rates can be expensive on…