Lee, Dabeen

6 publications

ICML 2025 An Optimistic Algorithm for Online CMDPS with Anytime Adversarial Constraints Jiahui Zhu, Kihyun Yu, Dabeen Lee, Xin Liu, Honghao Wei

AISTATS 2025 Infinite-Horizon Reinforcement Learning with Multinomial Logit Function Approximation Jaehyun Park, Junyeop Kwon, Dabeen Lee

AISTATS 2025 Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span Woojin Chae, Kihyuk Hong, Yufan Zhang, Ambuj Tewari, Dabeen Lee

AISTATS 2025 Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs via Approximation by Discounted-Reward MDPs Kihyuk Hong, Woojin Chae, Yufan Zhang, Dabeen Lee, Ambuj Tewari

JMLR 2024 Stochastic-Constrained Stochastic Optimization with Markovian Data Yeongjong Kim, Dabeen Lee

NeurIPS 2021 Scheduling Jobs with Stochastic Holding Costs Dabeen Lee, Milan Vojnovic