Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions

Omer Gottesman, Joseph Futoma, Yao Liu 0009, Sonali Parbhoo, Leo A. Celi, Emma Brunskill, Finale Doshi-Velez. Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions. 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 3658-3667, PMLR, 2020. [doi]

Abstract

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