@article{modelfreereinforcementlearningfrom, title = {Model-Free Reinforcement Learning: from Clipped Pseudo-Regret to Sample Complexity}, author = {Zihan Zhang and Yuan Zhou and Xiangyang Ji}, year = {2020}, eprint = {2006.03864}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2006.03864v3}, }