Understanding the Curse of Horizon in Off-Policy Evaluation via Conditional Importance Sampling

Yao Liu 0009, Pierre-Luc Bacon, Emma Brunskill. Understanding the Curse of Horizon in Off-Policy Evaluation via Conditional Importance Sampling. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 6184-6193, PMLR, 2020. [doi]

Abstract

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