@article{onedemonstrationisenoughforrealworldrobo, title = {One Demonstration Is Enough for Real-World Robotic Reinforcement Learning}, author = {Yuwan Liu and Hongze Yu and Song Liu and Yuhan Wang and Junge Zhang and Yaodong Yang and Yuanpei Chen and Ceyao Zhang}, year = {2026}, eprint = {2607.01651}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.01651}, }