Lee, Joongkyu

9 publications

ICML 2025 Combinatorial Reinforcement Learning with Preference Feedback Joongkyu Lee, Min-Hwan Oh

ICML 2025 Improved Online Confidence Bounds for Multinomial Logistic Bandits Joongkyu Lee, Min-Hwan Oh

NeurIPS 2025 Preference-Based Reinforcement Learning Beyond Pairwise Comparisons: Benefits of Multiple Options Joongkyu Lee, Seouh-won Yi, Min-hwan Oh

NeurIPS 2025 True Impact of Cascade Length in Contextual Cascading Bandits Hyunjun Choi, Joongkyu Lee, Min-hwan Oh

ICLR 2024 Demystifying Linear MDPs and Novel Dynamics Aggregation Framework Joongkyu Lee, Min-hwan Oh

AAAI 2024 Learning Uncertainty-Aware Temporally-Extended Actions Joongkyu Lee, Seung Joon Park, Yunhao Tang, Min-hwan Oh

NeurIPS 2024 Nearly Minimax Optimal Regret for Multinomial Logistic Bandit Joongkyu Lee, Min-hwan Oh

NeurIPS 2024 Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation Wooseong Cho, Taehyun Hwang, Joongkyu Lee, Min-hwan Oh

NeurIPSW 2023 Uncertainty-Aware Action Repeating Options Joongkyu Lee, Seung Joon Park, Yunhao Tang, Min-hwan Oh