default author photo

Leilei Cui

Massachusetts Institute of Technology (MIT) - Department of Chemical Engineering

Researcher

SCHOLARLY PAPERS

1

DOWNLOADS

345

TOTAL CITATIONS

0

Scholarly Papers (1)

1.

A Fully Data-Driven Value Iteration for Stochastic LQR: Convergence, Robustness and Stability

Number of pages: 40 Posted: 07 May 2025 Last Revised: 05 May 2026
Massachusetts Institute of Technology (MIT) - Department of Chemical Engineering, New York University (NYU) - Tandon School of Engineering, New York University (NYU) - Courant Institute of Mathematical Sciences and New York University (NYU) - Courant Institute of Mathematical Sciences
Downloads 345 (217,024)

Abstract:

Loading...

Adaptive dynamic programming, data-driven control, stochastic discrete-time linear quadratic regulator, value iteration, small-disturbance input-to-state stability