Dataset card: add the citation

README.md

@@ -149,7 +149,14 @@ The data are released under the [Creative Commons Attribution-NonCommercial 4.0]
 
 ## Citation
 
-To be added.
+```bibtex
+@article{lin2025embrace,
+  title={EmbRACE: Embodied Reasoning and Action in Complex Environments},
+  author={Lin, Mingxian and Huang, Wei and Li, Yitang and Jiang, Chengjie and Wu, Kui and Zhong, Fangwei and Chen, Weikai and Qian, Shengju and Wang, Xin and Qi, Xiaojuan},
+  journal={arXiv preprint arXiv:2507.10548},
+  year={2025}
+}
+```
 
 ## Changelog