Yangyi Lu
5 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
regret bound
(4)
causal inference
(3)
causal graph
(2)
causal bandit
(2)
multi-armed bandit
(2)
value iteration
(1)
policy improvement
(1)
matrix completion
(1)
low-rank matrix
(1)
value estimation
(1)
thompson sampling
(1)
upper confidence bound
(1)
generalized linear bandit
(1)
unobserved confounder
(1)
offline policy optimization
(1)
offline policy evaluation
(1)
confounded mdp
(1)
reinforcement learning
(1)
online learning
(1)
graph structure
(1)
Papers
Offline Policy Evaluation and Optimization Under Confounding
AISTATS 2024
Efficient Reinforcement Learning with Prior Causal Knowledge
CLeaR 2022
Causal Bandits with Unknown Graph Structure
NeurIPS 2021
Low-Rank Generalized Linear Bandit Problems
AISTATS 2021
Regret Analysis of Bandit Problems with Causal Background Knowledge
UAI 2020