Wesley Chung
5 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (5)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
NIPS (3)
ICLR (1)
ICML (1)
Top co-authors
Keywords
reinforcement learning
(3)
natural policy gradient
(2)
variance reduction
(2)
policy optimization
(1)
convergence analysis
(1)
neural network optimization
(1)
importance sampling
(1)
value function
(1)
multi-armed bandit
(1)
bandit problem
(1)
learning dynamics
(1)
replay buffer
(1)
importance resampling
(1)
off-policy prediction
(1)
value baseline
(1)
parseval regularization
(1)
stochastic optimization
(1)
plasticity preservation
(1)
continual learning
(1)
sample efficiency
(1)
Papers
Parseval Regularization for Continual Reinforcement Learning
NIPS 2024
The Role of Baselines in Policy Gradient Optimization
NIPS 2022
Beyond Variance Reduction: Understanding the True Impact of Baselines on Policy Optimization
ICML 2021
Importance Resampling for Off-policy Prediction
NIPS 2019
Two-Timescale Networks for Nonlinear Value Function Approximation
ICLR 2019