Xiaohong Chen, Zhengling Qi. On Well-posedness and Minimax Optimal Rates of Nonparametric Q-function Estimation in Off-policy Evaluation. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 3558-3582, PMLR, 2022. [doi]
@inproceedings{ChenQ22-6,
title = {On Well-posedness and Minimax Optimal Rates of Nonparametric Q-function Estimation in Off-policy Evaluation},
author = {Xiaohong Chen and Zhengling Qi},
year = {2022},
url = {https://proceedings.mlr.press/v162/chen22u.html},
researchr = {https://researchr.org/publication/ChenQ22-6},
cites = {0},
citedby = {0},
pages = {3558-3582},
booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
volume = {162},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}