Update README.md

README.md

@@ -12,6 +12,7 @@ tags:
 # VLAC: A Vision-Language-Action-Critic Model for Robotic Real-World Reinforcement Learning
 <div align="center">
 
+[[ICML2026]](https://openreview.net/pdf?id=i7mfaYYLDf)
 [[paper]](https://arxiv.org/abs/2509.15937)
 [[code]](https://github.com/InternRobotics/VLAC)
 [[model]](https://huggingface.co/InternRobotics/VLAC-8b)
@@ -176,6 +177,13 @@ For training code, please refer to [InternVL2](https://huggingface.co/OpenGVLab/
 
 If you find our work helpful, please cite:
 
+```bibtex
+@inproceedings{zhanggeneralist,
+  title={A Generalist Pair-wise Progress Critic Model for Vision-Language-Action Robots},
+  author={Zhang, Qi and Zhai, Shaopeng and Zhang, Shengzhe and Liu, Litao and Zhang, Tianyi and Huang, Fuxian and Zhou, Ming},
+  booktitle={Forty-third International Conference on Machine Learning}
+}
+```
 ```bibtex
 @article{zhai2025vision,
   title={A vision-language-action-critic model for robotic real-world reinforcement learning},