Update README.md

README.md

@@ -9,11 +9,14 @@ tags:
 - Vision-Language-Action
 - Robot-Learning
 - Imitation-Learning
+license: mit
+datasets:
+- X-Humanoid/Robo-ValueRL
 ---
 
 # Robo-ValueRL
 
-[[Project Page](https://gewu-lab.github.io/robo-valuerl/)] [[GitHub](https://github.com/Open-X-Humanoid/Robo-ValueRL)] [[Dataset](https://huggingface.co/datasets/X-Humanoid/Robo-ValueRL)] [[Paper](#)]
+[[Project Page](https://gewu-lab.github.io/robo-valuerl/)] [[GitHub](https://github.com/Open-X-Humanoid/Robo-ValueRL)] [[Dataset](https://huggingface.co/datasets/X-Humanoid/Robo-ValueRL)] [[Paper](https://arxiv.org/abs/2607.09866)]
 
 This repository contains the **model checkpoints** for **Robo-ValueRL: Reliable Value Estimation for Offline-to-Online Reinforcement Learning**.
 
@@ -81,7 +84,17 @@ Please refer to the [GitHub repository](https://github.com/Open-X-Humanoid/Robo-
 
 ## Citation
 
-If you use Robo-ValueRL in your research, please cite our work. Citation will be updated after the arXiv release.
+```bibtex
+@misc{xia2026robovaluerlreliablevalueestimation,
+      title={Robo-ValueRL: Reliable Value Estimation for Offline-to-Online Reinforcement Learning},
+      author={Wenke Xia and Pei Ren and Wenbo Yu and Yizhuo Zhang and Jifan Li and Yixue Zhang and Yinuo Zhao and Qingyang Gao and Jianlong Fu and Jian Tang and Ji-Rong Wen and Zhengping Che and Di Hu},
+      year={2026},
+      eprint={2607.09866},
+      archivePrefix={arXiv},
+      primaryClass={cs.RO},
+      url={https://arxiv.org/abs/2607.09866},
+}
+```
 
 ## License