Wang, Weina

6 publications

NeurIPS 2025 Achieving $\tilde{\mathcal{O}}(1/N)$ Optimality Gap in Restless Bandits Through Gaussian Approximation Chen Yan, Weina Wang, Lei Ying

NeurIPS 2025 Projection-Based Lyapunov Method for Fully Heterogeneous Weakly-Coupled MDPs XiangCheng Zhang, Yige Hong, Weina Wang

COLT 2024 Efficient Algorithms for Attributed Graph Alignment with Vanishing Edge Correlation Extended Abstract Ziao Wang, Weina Wang, Lele Wang

AISTATS 2024 Efficient Reinforcement Learning for Routing Jobs in Heterogeneous Queueing Systems Neharika Jali, Guannan Qu, Weina Wang, Gauri Joshi

NeurIPS 2023 Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption Yige Hong, Qiaomin Xie, Yudong Chen, Weina Wang

NeurIPS 2023 Sample Efficient Reinforcement Learning in Mixed Systems Through Augmented Samples and Its Applications to Queueing Networks Honghao Wei, Xin Liu, Weina Wang, Lei Ying