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

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

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

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

Improved Online Confidence Bounds for Multinomial Logistic Bandits. - Joongkyu Lee; Min-hwan Oh (CoRR, 2025)

Combinatorial Reinforcement Learning with Preference Feedback. - Joongkyu Lee; Min-hwan Oh (CoRR, 2025)