Update README.md

README.md

@@ -134,10 +134,10 @@ with torch.no_grad():
 ## Citation
 If you use daVinci-Agency in your research, please cite our work:
 ```bibtex
-@misc{daVinci-Agency2025,
-  title        = {daVinci-Agency: Unlocking Long-Horizon Agency Data-Efficiently},
-  author       = {Authors forthcoming},
-  year         = {2025},
-  note         = {Preprint; update with final metadata once available}
+@article{jiang2026davinci,
+  title={daVinci-Agency: Unlocking Long-Horizon Agency Data-Efficiently},
+  author={Mohan Jiang and Dayuan Fu and Junhao Shi and Ji Zeng and Weiye Si and Keyu Li and Xuefeng Li and Yang Xiao and Wenjie Li and Dequan Wang and Pengfei Liu},
+  journal={arXiv preprint arXiv:2602.02619},
+  year={2026}
 }
 ```