Joongkyu Lee
6 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (11) π Interdisciplinary Bridge π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
π
Grand Slam
Conferences
ICML (2)
NIPS (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(2)
regret bound
(2)
uncertainty quantification
(1)
policy learning
(1)
markov decision process
(1)
assortment optimization
(1)
optimistic exploration
(1)
temporal abstraction
(1)
multinomial logit
(1)
minimax regret
(1)
optimistic sampling
(1)
contextual bandit
(1)
ensemble method
(1)
exploration strategy
(1)
randomized exploration
(1)
multinomial logistic
(1)
frequentist regret
(1)
transition model
(1)
action repetition
(1)
multinomial logistic model
(1)
Papers
Combinatorial Reinforcement Learning with Preference Feedback
ICML 2025
Improved Online Confidence Bounds for Multinomial Logistic Bandits
ICML 2025
Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation
NIPS 2024
Nearly Minimax Optimal Regret for Multinomial Logistic Bandit
NIPS 2024
Learning Uncertainty-Aware Temporally-Extended Actions
AAAI 2024
Demystifying Linear MDPs and Novel Dynamics Aggregation Framework
ICLR 2024