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End-to-End Reinforcement Learning of Koopman Models for Economic
  Nonlinear Model Predictive Control

End-to-End Reinforcement Learning of Koopman Models for Economic Nonlinear Model Predictive Control

3 August 2023
Daniel Mayfrank
Alexander Mitsos
Manuel Dahmen
ArXivPDFHTML

Papers citing "End-to-End Reinforcement Learning of Koopman Models for Economic Nonlinear Model Predictive Control"

3 / 3 papers shown
Title
Deep Neural Koopman Operator-based Economic Model Predictive Control of Shipboard Carbon Capture System
Deep Neural Koopman Operator-based Economic Model Predictive Control of Shipboard Carbon Capture System
Minghao Han
Xunyuan Yin
18
0
0
09 Apr 2025
Sample-Efficient Reinforcement Learning of Koopman eNMPC
Sample-Efficient Reinforcement Learning of Koopman eNMPC
Daniel Mayfrank
M. Velioglu
Alexander Mitsos
Manuel Dahmen
OffRL
41
0
0
24 Mar 2025
Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization
Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization
Daniel Mayfrank
Na Young Ahn
Alexander Mitsos
Manuel Dahmen
24
2
0
21 Mar 2024
1