@article{reinforcementlearningwithcontinuous, title = {Reinforcement Learning with Continuous Actions Under Unmeasured Confounding}, author = {Yuhan Li and Eugene Han and Yifan Hu and Wenzhuo Zhou and Zhengling Qi and Yifan Cui and Ruoqing Zhu}, year = {2025}, eprint = {2505.00304}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.00304v1}, }