Weina Wang
4 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(13)
Conferences
NIPS (2)
AISTATS (1)
COLT (1)
Top co-authors
Keywords
policy gradient
(2)
sample efficiency
(1)
markov chain
(1)
response time
(1)
multi-armed bandit
(1)
queueing system
(1)
graph alignment
(1)
queueing network
(1)
soft threshold policy
(1)
job routing
(1)
attributed graph
(1)
deep q-learning
(1)
fitted q iteration
(1)
restless bandit
(1)
optimality gap
(1)
vertex correspondence
(1)
subgraph counting
(1)
erdős-rényi model
(1)
server allocation
(1)
reinforcement learning
(1)
Papers
Efficient Reinforcement Learning for Routing Jobs in Heterogeneous Queueing Systems
AISTATS 2024
Efficient Algorithms for Attributed Graph Alignment with Vanishing Edge Correlation Extended Abstract
COLT 2024
Sample Efficient Reinforcement Learning in Mixed Systems through Augmented Samples and Its Applications to Queueing Networks
NIPS 2023
Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption
NIPS 2023