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Yu, Shuguang, Fang, Shuxing, Peng, Ruixin, Qi, Zhengling, Zhou, Fan and Shi, Chengchun ORCID: 0000-0001-7773-2099
(2024)
Two-way deconfounder for off-policy evaluation in causal reinforcement learning.
In: 38th Annual Conference on Neural Information Processing Systems, 2024-12-10 - 2024-12-15, Vancouver Convention Center, Vancouver, Canada, CAN.
(In Press)
Li, Ting, Shi, Chengchun ORCID: 0000-0001-7773-2099, Wang, Jianing, Zhou, Fan and Zhu, Hongtu
(2023)
Optimal treatment allocation for efficient policy evaluation in sequential decision making.
In: Oh, A., Naumann, T., Globerson, A., Saenko, K., Hardt, M. and Levine, S., (eds.)
Advances in Neural Information Processing Systems 36 (NeurIPS 2023).
Neural Information Processing Systems Foundation.
Shi, Chengchun ORCID: 0000-0001-7773-2099, Qi, Zhengling, Wang, Jianing and Zhou, Fan
(2023)
Value enhancement of reinforcement learning via efficient and robust trust region optimization.
Journal of the American Statistical Association.
pp. 1-15.
ISSN 0162-1459