Sample-Efficient Reinforcement Learning of Koopman eNMPC

Daniel Mayfrank, Mehmet Velioglu, Alexander Mitsos +1

Reinforcement learning (RL) can be used to tune data-driven (economic) nonlinear model predictive controllers ((e)NMPCs) for optimal performance in a specific control task by optim…