Ilbin Lee

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 7

Top Topics

Markov Decision Processes

Top Venues

Eur. J. Oper. Res.

Oper. Res. Lett.

Publications

Chenjun Xiao, Ilbin Lee, Bo Dai, Dale Schuurmans, Csaba Szepesvári
The Curse of Passive Data Collection in Batch Reinforcement Learning. AISTATS (2022)
Yuchen Zheng, Yujia Xie, Ilbin Lee, Amin Dehghanian, Nicoleta Serban
Parallel subgradient algorithm with block dual decomposition for large-scale optimization. Eur. J. Oper. Res. 299 (1) (2022)
Stewart Curry, Ilbin Lee, Simin Ma, Nicoleta Serban
Global sensitivity analysis via a statistical tolerance approach. Eur. J. Oper. Res. 296 (1) (2022)
Chenjun Xiao, Ilbin Lee, Bo Dai, Dale Schuurmans, Csaba Szepesvári
On the Sample Complexity of Batch Reinforcement Learning with Policy-Induced Data. CoRR (2021)
Ilbin Lee, Stewart Curry, Nicoleta Serban
Solving Large Batches of Linear Programs. INFORMS J. Comput. 31 (2) (2019)
Yuchen Zheng, Ilbin Lee, Nicoleta Serban
Regularized optimization with spatial coupling for robust decision making. Eur. J. Oper. Res. 270 (3) (2018)
Ilbin Lee, Marina A. Epelman, H. Edwin Romeijn, Robert L. Smith
Simplex Algorithm for Countable-State Discounted Markov Decision Processes. Oper. Res. 65 (4) (2017)
Ilbin Lee, Marina A. Epelman, H. Edwin Romeijn, Robert L. Smith
Extreme point characterization of constrained nonstationary infinite-horizon Markov decision processes with finite state space. Oper. Res. Lett. 42 (3) (2014)