Joongkyu Lee

According to our database, Joongkyu Lee authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Combinatorial Reinforcement Learning with Preference Feedback.

Joongkyu Lee, Min-hwan Oh

CoRR, February, 2025

Improved Online Confidence Bounds for Multinomial Logistic Bandits.

Joongkyu Lee, Min-hwan Oh

CoRR, February, 2025

2024

Nearly Minimax Optimal Regret for Multinomial Logistic Bandit.

Joongkyu Lee, Min-hwan Oh

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation.

Wooseong Cho, Taehyun Hwang, Joongkyu Lee, Min-hwan Oh

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Demystifying Linear MDPs and Novel Dynamics Aggregation Framework.

Joongkyu Lee, Min-hwan Oh

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Learning Uncertainty-Aware Temporally-Extended Actions.

Joongkyu Lee, Seung Joon Park, Yunhao Tang, Min-hwan Oh

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024