Yinyu Ye

5

Papers

22

Total Citations

Papers (5)

Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness

Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling

Sketched Newton Value Iteration for Large-Scale Markov Decision Processes

Decoupling Learning and Decision-Making: Breaking the $\mathcal{O}(\sqrt{T})$ Barrier in Online Resource Allocation with First-Order Methods

A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes