Items where Author is "Luo, Shikai"

Item Type No Grouping

Robust offline reinforcement learning with heavy-tailed rewards. (2024) Zhu, Jin; Wan, Runzhe; Qi, Zhengling; Luo, Shikai; Shi, Chengchun picture_as_pdf

A multiagent reinforcement learning framework for off-policy evaluation in two-sided markets. (2023) Shi, Chengchun; Wan, Runzhe; Song, Ge; Luo, Shikai; Zhu, Hongtu; Song, Rui picture_as_pdf

Conformal off-policy prediction. (2023) Zhang, Yingying; Shi, Chengchun; Luo, Shikai picture_as_pdf

Off-policy confidence interval estimation with confounded Markov decision process. (2022) Shi, Chengchun; Zhu, Jin; Shen, Ye; Luo, Shikai; Zhu, Hongtu; Song, Rui picture_as_pdf

Statistically efficient advantage learning for offline reinforcement learning in infinite horizons. (2022) Shi, Chengchun; Luo, Shikai; Le, Yuan; Zhu, Hongtu; Song, Rui picture_as_pdf

Dynamic causal effects evaluation in A/B testing with a reinforcement learning framework. (2022) Shi, Chengchun; Wang, Xiaoyu; Luo, Shikai; Zhu, Hongtu; Ye, Jieping; Song, Rui picture_as_pdf

DNet:distributional network for distributional individualized treatment effects. Wu, Guojun; Song, Ge; Lv, Xiaoxiang; Luo, Shikai; Shi, Chengchun; Zhu, Hongtu picture_as_pdf

Pattern transfer learning for reinforcement learning in order dispatching. Wan, Runzhe; Zhang, Sheng; Shi, Chengchun; Luo, Shikai; Song, Rui picture_as_pdf

Policy evaluation for temporal and/or spatial dependent experiments. Luo, Shikai; Yang, Ying; Shi, Chengchun; Yao, Fang; Ye, Jieping; Zhu, Hongtu picture_as_pdf

An instrumental variable approach to confounded off-policy evaluation. Xu, Yang; Zhu, Jin; Shi, Chengchun; Luo, Shikai; Song, Rui picture_as_pdf

An online sequential test for qualitative treatment effects. Shi, Chengchun; Luo, Shikai; Zhu, Hongtu; Song, Rui picture_as_pdf