Update README.md

README.md

@@ -6,4 +6,21 @@ metrics:
 base_model:
 - Qwen/Qwen2.5-VL-7B-Instruct
 pipeline_tag: video-text-to-text
----
+---
+
+
+## Citations
+
+If you find our work helpful for your research, please consider citing our work.   
+
+```
+@misc{liu2026passiveobserveractivecritic,
+      title={From Passive Observer to Active Critic: Reinforcement Learning Elicits Process Reasoning for Robotic Manipulation}, 
+      author={Yibin Liu and Yaxing Lyu and Daqi Gao and Zhixuan Liang and Weiliang Tang and Shilong Mu and Xiaokang Yang and Yao Mu},
+      year={2026},
+      eprint={2603.15600},
+      archivePrefix={arXiv},
+      primaryClass={cs.RO},
+      url={https://arxiv.org/abs/2603.15600}, 
+}
+```