@article{provableofflinereinforcementlearningfors, title = {Provable Offline Reinforcement Learning for Structured Cyclic MDPs}, author = {Kyungbok Lee and Angelica Cristello Sarteau and Michael R. Kosorok}, year = {2026}, eprint = {2602.11679}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.11679}, }