@article{offlinereinforcementlearningwithwasserst, title = {Offline Reinforcement Learning with Wasserstein Regularization via Optimal Transport Maps}, author = {Motoki Omura and Yusuke Mukuta and Kazuki Ota and Takayuki Osa and Tatsuya Harada}, year = {2025}, eprint = {2507.10843}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.10843}, }