@article{improvedregretanalysisforvariance, title = {Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs}, author = {Yeoneung Kim and Insoon Yang and Kwang-Sung Jun}, year = {2021}, eprint = {2111.03289}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2111.03289v4}, }