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Weina Wang
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 5
Top Topics
Model Free
Queueing Systems
Reinforcement Learning
Average Reward
Top Venues
CoRR
NeurIPS
Proc. ACM Meas. Anal. Comput. Syst.
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Publications
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Yige Hong
,
Qiaomin Xie
,
Yudong Chen
,
Weina Wang
Unichain and Aperiodicity are Sufficient for Asymptotic Optimality of Average-Reward Restless Bandits.
CoRR
(2024)
Neharika Jali
,
Guannan Qu
,
Weina Wang
,
Gauri Joshi
Efficient Reinforcement Learning for Routing Jobs in Heterogeneous Queueing Systems.
CoRR
(2024)
Yige Hong
,
Qiaomin Xie
,
Weina Wang
Near-Optimal Stochastic Bin-Packing in Large Service Systems with Time-Varying Item Sizes.
Proc. ACM Meas. Anal. Comput. Syst.
7 (3) (2023)
Honghao Wei
,
Xin Liu
,
Weina Wang
,
Lei Ying
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks.
NeurIPS
(2023)
Yige Hong
,
Qiaomin Xie
,
Yudong Chen
,
Weina Wang
Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption.
NeurIPS
(2023)