Taehyun Hwang
4 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
π
Grand Slam
Conferences
AAAI (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
regret bound
(3)
function approximation
(2)
multinomial logistic
(2)
markov decision process
(2)
thompson sampling
(1)
upper confidence bound
(1)
contextual bandit
(1)
combinatorial bandit
(1)
exploration strategy
(1)
randomized exploration
(1)
frequentist regret
(1)
transition model
(1)
neural network
(1)
multinomial logistic model
(1)
neural tangent kernel
(1)
optimistic sampling
(1)
reinforcement learning
(1)
model-based reinforcement learning
(1)
optimistic exploration
(1)
Papers
Lasso Bandit with Compatibility Condition on Optimal Arm
ICLR 2025
Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation
NIPS 2024
Model-Based Reinforcement Learning with Multinomial Logistic Function Approximation
AAAI 2023
Combinatorial Neural Bandits
ICML 2023