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Qi, Zhengling
43  results:
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1

Value Enhancement of Reinforcement Learning via Efficient a..:

Shi, Chengchun ; Qi, Zhengling ; Wang, Jianing.
Journal of the American Statistical Association.  , 2023
Link: https://doi.org/10.1080/..
 
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2

Proximal Learning for Individualized Treatment Regimes Unde..:

Qi, Zhengling ; Miao, Rui ; Zhang, Xiaoke
Journal of the American Statistical Association.  119 (2023)  546 - p. 915-928 , 2023
Link: https://doi.org/10.1080/..
 
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3

On Robustness of Individualized Decision Rules:

Qi, Zhengling ; Pang, Jong-Shi ; Liu, Yufeng
Journal of the American Statistical Association.  118 (2022)  543 - p. 2143-2157 , 2022
Link: https://doi.org/10.1080/..
 
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4

Rejoinder: Learning Optimal Distributionally Robust Individ..:

Mo, Weibin ; Qi, Zhengling ; Liu, Yufeng
Journal of the American Statistical Association.  116 (2021)  534 - p. 699-707 , 2021
Link: https://doi.org/10.1080/..
 
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5

Learning Optimal Distributionally Robust Individualized Tre..:

Mo, Weibin ; Qi, Zhengling ; Liu, Yufeng
Journal of the American Statistical Association.  116 (2020)  534 - p. 659-674 , 2020
Link: https://doi.org/10.1080/..
 
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6

Estimation of Individualized Decision Rules Based on an Opt..:

Qi, Zhengling ; Cui, Ying ; Liu, Yufeng.
SIAM Journal on Optimization.  29 (2019)  3 - p. 2337-2362 , 2019
Link: https://doi.org/10.1137/..
 
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7

Multi-Armed Angle-Based Direct Learning for Estimating Opti..:

Qi, Zhengling ; Liu, Dacheng ; Fu, Haoda.
Journal of the American Statistical Association.  115 (2019)  530 - p. 678-691 , 2019
Link: https://doi.org/10.1080/..
 
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8

Convex Bidirectional Large Margin Classifiers:

Qi, Zhengling ; Liu, Yufeng
Technometrics.  61 (2018)  2 - p. 176-186 , 2018
Link: https://doi.org/10.1080/..
 
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9

Scaling of global input–output networks:

Liang, Sai ; Qi, Zhengling ; Qu, Shen...
Physica A: Statistical Mechanics and its Applications.  452 (2016)  - p. 311-319 , 2016
Link: https://doi.org/10.1016/..
 
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10

PASTA: Pessimistic Assortment Optimization:

Dong, Juncheng ; Mo, Weibin ; Qi, Zhengling...
http://arxiv.org/abs/2302.03821.  , 2023
Link: http://arxiv.org/abs/230..
 
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11

STEEL: Singularity-aware Reinforcement Learning:

Chen, Xiaohong ; Qi, Zhengling ; Wan, Runzhe
http://arxiv.org/abs/2301.13152.  , 2023
Link: http://arxiv.org/abs/230..
 
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12

Value Enhancement of Reinforcement Learning via Efficient a..:

Shi, Chengchun ; Qi, Zhengling ; Wang, Jianing.
http://arxiv.org/abs/2301.02220.  , 2023
Link: http://arxiv.org/abs/230..
 
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13

A Policy Gradient Method for Confounded POMDPs:

Hong, Mao ; Qi, Zhengling ; Xu, Yanxun
http://arxiv.org/abs/2305.17083.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

Robust Offline Policy Evaluation and Optimization with Heav..:

Zhu, Jin ; Wan, Runzhe ; Qi, Zhengling..
http://arxiv.org/abs/2310.18715.  , 2023
Link: http://arxiv.org/abs/231..
 
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15

Off-policy Evaluation in Doubly Inhomogeneous Environments:

Bian, Zeyu ; Shi, Chengchun ; Qi, Zhengling.
http://arxiv.org/abs/2306.08719.  , 2023
Link: http://arxiv.org/abs/230..
 
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