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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

21 March 2024
Daniel Mayfrank
Na Young Ahn
Alexander Mitsos
Manuel Dahmen
ArXivPDFHTML

Papers citing "Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization"

2 / 2 papers shown
Title
Sample-Efficient Reinforcement Learning of Koopman eNMPC
Sample-Efficient Reinforcement Learning of Koopman eNMPC
Daniel Mayfrank
M. Velioglu
Alexander Mitsos
Manuel Dahmen
OffRL
36
0
0
24 Mar 2025
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
Daniel Mayfrank
Alexander Mitsos
Manuel Dahmen
14
3
0
03 Aug 2023
1