Weina Wang
5 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(15)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Reinforcement Learning
(3)
Methods
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Core Methods
(2)
Learning Types
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Applications · Reinforcement Learning
(1)
Applications · Data Science & Analytics
(1)
Foundations
(1)
Mathematics
(1)
Optimization
(1)
Keywords
policy gradient
(2)
restless bandit
(2)
sample complexity
(1)
markov decision process
(1)
fitted q-iteration
(1)
linear programming
(1)
markov chain
(1)
response time
(1)
exact recovery
(1)
generative model
(1)
multi-armed bandit
(1)
queueing system
(1)
graph alignment
(1)
plug-in approach
(1)
queueing network
(1)
soft threshold policy
(1)
job routing
(1)
attributed graph
(1)
deep q-learning
(1)
edge correlation
(1)
Papers
Lyapunov-Based Sample Complexity Analysis for Weakly-Coupled MDPs (extended abstract)
COLT 2026
Efficient Algorithms for Attributed Graph Alignment with Vanishing Edge Correlation Extended Abstract
COLT 2024
Efficient Reinforcement Learning for Routing Jobs in Heterogeneous Queueing Systems
AISTATS 2024
Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption
NeurIPS 2023
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks
NeurIPS 2023