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2020 – today
- 2023
[j3]Timm Faulwasser
, Ruchuan Ou, Guanru Pan, Philipp Schmitz, Karl Worthmann:
Behavioral theory for stochastic systems? A data-driven journey from Willems to Wiener and back again. Annu. Rev. Control. 55: 92-117 (2023)- [j2]Ruchuan Ou, Guanru Pan, Timm Faulwasser:
Data-Driven Multiple Shooting for Stochastic Optimal Control. IEEE Control. Syst. Lett. 7: 313-318 (2023) - [j1]Guanru Pan, Ruchuan Ou, Timm Faulwasser:
On a Stochastic Fundamental Lemma and Its Use for Data-Driven Optimal Control. IEEE Trans. Autom. Control. 68(10): 5922-5937 (2023) - [c2]Jonas Schießl, Ruchuan Ou, Timm Faulwasser, Michael Heinrich Baumann, Lars Grüne:
Pathwise Turnpike and Dissipativity Results for Discrete-Time Stochastic Linear-Quadratic Optimal Control Problems. CDC 2023: 2790-2795 - [c1]Guanru Pan, Ruchuan Ou, Timm Faulwasser:
Data-driven Stochastic Output-Feedback Predictive Control: Recursive Feasibility through Interpolated Initial Conditions. L4DC 2023: 980-992 - [i8]Ruchuan Ou, Jonas Schießl, Michael Heinrich Baumann, Lars Grüne, Timm Faulwasser:
A Polynomial Chaos Approach to Stochastic LQ Optimal Control: Error Bounds and Infinite-Horizon Results. CoRR abs/2311.17596 (2023) - 2022
- [i7]Timm Faulwasser, Ruchuan Ou, Guanru Pan, Philipp Schmitz, Karl Worthmann:
Behavioral Theory for Stochastic Systems? A Data-driven Journey from Willems to Wiener and Back Again. CoRR abs/2209.06414 (2022) - [i6]Guanru Pan, Ruchuan Ou, Timm Faulwasser:
On Data-Driven Stochastic Output-Feedback Predictive Control. CoRR abs/2211.17074 (2022) - [i5]Guanru Pan, Ruchuan Ou, Timm Faulwasser:
Data-driven Stochastic Output-Feedback Predictive Control: Recursive Feasibility through Interpolated Initial Conditions. CoRR abs/2212.07661 (2022) - [i4]Guanru Pan, Ruchuan Ou, Timm Faulwasser:
Towards data-driven stochastic predictive control. CoRR abs/2212.10663 (2022) - 2021
- [i3]Guanru Pan, Ruchuan Ou, Timm Faulwasser:
On a Stochastic Fundamental Lemma and Its Use for Data-Driven MPC. CoRR abs/2111.13636 (2021) - 2020
- [i2]Alexander Engelmann, Yuning Jiang, Henrieke Benner, Ruchuan Ou, Boris Houska, Timm Faulwasser:
ALADIN-α - An open-source MATLAB toolbox for distributed non-convex optimization. CoRR abs/2006.01866 (2020) - [i1]Ruchuan Ou, Michael Heinrich Baumann, Lars Grüne, Timm Faulwasser:
A Simulation Study on Turnpikes in Stochastic LQ Optimal Control. CoRR abs/2010.12201 (2020)
Coauthor Index
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