Wesley Chung
5 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(3)
neural network optimization
(2)
variance reduction
(2)
natural policy gradient
(2)
policy evaluation
(1)
policy optimization
(1)
convergence analysis
(1)
importance sampling
(1)
value function
(1)
value function approximation
(1)
multi-armed bandit
(1)
bandit problem
(1)
learning dynamics
(1)
replay buffer
(1)
nonlinear function approximation
(1)
importance resampling
(1)
off-policy prediction
(1)
value baseline
(1)
parseval regularization
(1)
stochastic optimization
(1)
Papers
Parseval Regularization for Continual Reinforcement Learning
NeurIPS 2024
The Role of Baselines in Policy Gradient Optimization
NeurIPS 2022
Beyond Variance Reduction: Understanding the True Impact of Baselines on Policy Optimization
ICML 2021
Importance Resampling for Off-policy Prediction
NeurIPS 2019
Two-Timescale Networks for Nonlinear Value Function Approximation
ICLR 2019