@article{sharpvariancedependentboundsin, title = {Sharp Variance-Dependent Bounds in Reinforcement Learning: Best of Both Worlds in Stochastic and Deterministic Environments}, author = {Runlong Zhou and Zihan Zhang and Simon S. Du}, year = {2023}, eprint = {2301.13446}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2301.13446v3}, }