Lee, Dabeen

8 publications

ICLR 2026 Primal-Dual Policy Optimization for Linear CMDPs with Adversarial Losses Kihyun Yu, Seoungbin Bae, Dabeen Lee

ICLR 2026 Queue Length Regret Bounds for Contextual Queueing Bandits Seoungbin Bae, Garyeong Kang, Dabeen Lee

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