Update README.md

README.md

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 license: apache-2.0
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+# Statement
 This dataset is only used for data augmentation and not for training!
 If you need to obtain benchmark train data for RealMirror, please refer to:
-[RealMirror train data](https://huggingface.co/datasets/zte-terminators/realmirror-datasets)
+[RealMirror train data](https://huggingface.co/datasets/zte-terminators/realmirror-datasets)
+
+# Citation
+If you find this work helpful in your research, please consider giving this repo a star ⭐ and citing our paper:
+
+```bibtex
+@article{tai2025realmirror,
+  title={RealMirror: A Comprehensive, Open-Source Vision-Language-Action Platform for Embodied AI},
+  author={Tai, Cong and Zheng, Zhaoyu and Long, Haixu and Wu, Hansheng and Xiang, Haodong and Long, Zhengbin and Xiong, Jun and Shi, Rong and Zhang, Shizhuang and Qiu, Gang and others},
+  journal={arXiv preprint arXiv:2509.14687},
+  year={2025}
+}
+```