@article{optimisticposteriorsamplingfor1, title = {Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees}, author = {Daniil Tiapkin and Denis Belomestny and Daniele Calandriello and Eric Moulines and Remi Munos and Alexey Naumov and Mark Rowland and Michal Valko and Pierre Menard}, year = {2022}, eprint = {2209.14414}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2209.14414v1}, }