Gene Li
7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Conference Polyglot (3) π Interdisciplinary Bridge π Cross-Pollinator (14) π§ Keyword Pioneer
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Hot Topic Early Bird
β
The Questioner
Conferences
NIPS (4)
COLT (2)
ALT (1)
Top co-authors
Keywords
regret bound
(3)
pac learning
(2)
convex optimization
(1)
function approximation
(1)
weakly supervised learning
(1)
ridge regression
(1)
sample complexity
(1)
policy learning
(1)
minimax optimization
(1)
empirical risk minimization
(1)
agnostic learning
(1)
exponential family
(1)
model-based reinforcement learning
(1)
online optimization
(1)
score matching
(1)
offline learning
(1)
minimax optimal
(1)
eluder dimension
(1)
generative model
(1)
contextual bandit
(1)
Papers
The Role of Environment Access in Agnostic Reinforcement Learning (Extended Abstract)
COLT 2025
Dueling Optimization with a Monotone Adversary
ALT 2024
Optimistic Rates for Learning from Label Proportions
COLT 2024
When is Agnostic Reinforcement Learning Statistically Tractable?
NIPS 2023
Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets
NIPS 2022
Exponential Family Model-Based Reinforcement Learning via Score Matching
NIPS 2022
Understanding the Eluder Dimension
NIPS 2022