Online learning with stability guarantees: A memory-based real-time model predictive controller

Lukas Schwenkel, Meriem Gharbi, Sebastian Trimpe +1

We propose and analyze a real-time model predictive control (MPC) scheme that utilizes stored data to improve its performance by learning the value function online with stability g…