Policy Gradient Converges to the Globally Optimal Policy for Nearly Linear-Quadratic Regulators. - Yinbin Han; Meisam Razaviyayn; Renyuan Xu (CoRR, 2023)

Optimal switching policy for batch servers. - Yinbin Han; Zizhuo Wang 001 (Oper. Res. Lett., 2023)

Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization. - Yinbin Han; Meisam Razaviyayn; Renyuan Xu (ICLR, 2024)

Stochastic Control for Fine-tuning Diffusion Models: Optimality, Regularity, and Convergence. - Yinbin Han; Meisam Razaviyayn; Renyuan Xu (CoRR, 2024)