@article{instanceoptimalityinoptimalvalue, title = {Instance-optimality in optimal value estimation: Adaptivity via variance-reduced Q-learning}, author = {Koulik Khamaru and Eric Xia and Martin J. Wainwright and Michael I. Jordan}, year = {2021}, eprint = {2106.14352}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2106.14352v1}, }