Publications & Preprints

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

Joongkyu Lee, Min-hwan Oh (2024). Nearly Minimax Optimal Regret for Multinomial Logistic Bandit (Top 0.2%, 32/15671). NeurIPS 2024.

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

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