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A Reinforcement Learning Approach to Estimating Long-term Treatment Effects


Oct 14, 2022
Ziyang Tang, Yiheng Duan, Stephanie Zhang, Lihong Li

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Split Localized Conformal Prediction


Jun 27, 2022
Xing Han, Ziyang Tang, Joydeep Ghosh, Qiang Liu

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* 20 pages, 25 figures, 2 tables 

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Robust Imitation Learning from Corrupted Demonstrations


Jan 29, 2022
Liu Liu, Ziyang Tang, Lanqing Li, Dijun Luo

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Operator Deep Q-Learning: Zero-Shot Reward Transferring in Reinforcement Learning


Jan 01, 2022
Ziyang Tang, Yihao Feng, Qiang Liu

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Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds


Mar 09, 2021
Yihao Feng, Ziyang Tang, Na Zhang, Qiang Liu

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* 33 Pages, 5 figures, extended version of a paper with the same title accepted by ICLR2021 

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Off-Policy Interval Estimation with Lipschitz Value Iteration


Oct 29, 2020
Ziyang Tang, Yihao Feng, Na Zhang, Jian Peng, Qiang Liu

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* To appear at NeurIPS 2020 

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Accountable Off-Policy Evaluation With Kernel Bellman Statistics


Aug 15, 2020
Yihao Feng, Tongzheng Ren, Ziyang Tang, Qiang Liu

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* 22 pages, 4 figures, ICML 2020 

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PENet: Object Detection using Points Estimation in Aerial Images


Jan 22, 2020
Ziyang Tang, Xiang Liu, Guangyu Shen, Baijian Yang

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* 7 pages, 5 figures 

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Stein Variational Gradient Descent With Matrix-Valued Kernels


Nov 05, 2019
Dilin Wang, Ziyang Tang, Chandrajit Bajaj, Qiang Liu

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* Neural Information Processing Systems 2019 

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