@article{voqltowardsoptimalregretinmodelfree, title = {VO$Q$L: Towards Optimal Regret in Model-free RL with Nonlinear Function Approximation}, author = {Alekh Agarwal and Yujia Jin and Tong Zhang}, year = {2022}, eprint = {2212.06069}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2212.06069v1}, }