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An Instrumental Variable Approach to Confounded Off-Policy Evaluation

Yang Xu, Jin Zhu, Chengchun Shi, Shikai Luo, Rui Song. An Instrumental Variable Approach to Confounded Off-Policy Evaluation. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 38848-38880, PMLR, 2023. [doi]

Authors

Yang Xu

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Jin Zhu

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Chengchun Shi

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Shikai Luo

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Rui Song

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