Projects: Stochastic Optimal Control and MPC - Dissipativity, Risk, and Performance

Schießl, Jonas ; Baumann, Michael Heinrich ; Faulwasser, Timm ; Grüne, Lars:
On the relationship between stochastic turnpike and dissipativity notions.
In: IEEE Transactions on Automatic Control. (23 November 2024) .
DOI: https://doi.org/10.1109/TAC.2024.3504352

Schießl, Jonas ; Ou, Ruchuan ; Faulwasser, Timm ; Baumann, Michael Heinrich ; Grüne, Lars:
Near-optimal performance of stochastic economic MPC.
Bayreuth , 2024 . - 7 p.
DOI: https://doi.org/10.48550/arXiv.2403.15159

Schießl, Jonas ; Ou, Ruchuan ; Faulwasser, Timm ; Baumann, Michael Heinrich ; Grüne, Lars:
Pathwise turnpike and dissipativity results for discrete-time stochastic linear-quadratic optimal control problems.
In: 2023 62nd IEEE Conference on Decision and Control (CDC). - Singapore, Singapore , 2023 . - pp. 2790-2795
DOI: https://doi.org/10.1109/CDC49753.2023.10384081

Ou, Ruchuan ; Schießl, Jonas ; Baumann, Michael Heinrich ; Grüne, Lars ; Faulwasser, Timm:
A Polynomial Chaos Approach to Stochastic LQ Optimal Control: Error Bounds and Infinite-Horizon Results.
Dortmund ; Bayreuth , 2023
DOI: https://doi.org/10.48550/arXiv.2311.17596

Schießl, Jonas ; Ou, Ruchuan ; Faulwasser, Timm ; Baumann, Michael Heinrich ; Grüne, Lars:
Turnpike and dissipativity in generalized discrete-time stochastic linear-quadratic optimal control.
Bayreuth , 2023
DOI: https://doi.org/10.48550/arXiv.2309.05422