@article{minimaxoptimalvarianceawareregretboundsf, title = {Minimax Optimal Variance-Aware Regret Bounds for Multinomial Logistic MDPs}, author = {Pierre Boudart and Pierre Gaillard and Alessandro Rudi}, year = {2026}, eprint = {2605.19768}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.19768}, }