Update README.md

README.md

@@ -17,9 +17,12 @@ base_model:
 
   <p><b>Cold-Start Agentic SFT &nbsp;·&nbsp; Multi-Turn Fatal-Aware GRPO &nbsp;·&nbsp; Visual Tool Use</b></p>
 
+  [![Paper](https://img.shields.io/badge/paper-A42C25?style=for-the-badge&logo=arxiv&logoColor=white)](https://arxiv.org/pdf/2605.05185)
+  [![alphaXiv](https://img.shields.io/badge/discussion-A42C25?style=for-the-badge&logo=arxiv&logoColor=white&color=blue)](https://www.alphaxiv.org/abs/2605.05185)
   [![Github](https://img.shields.io/badge/OpenSearch_VL-000000?style=for-the-badge&logo=github&logoColor=white)](https://github.com/shawn0728/OpenSearch-VL)
   [![Hugging Face Collection](https://img.shields.io/badge/OpenSearch_VL_Collection-fcd022?style=for-the-badge&logo=huggingface&logoColor=000)](https://huggingface.co/OpenSearch-VL)
 
+  
   [![Awesome](https://awesome.re/badge.svg)](https://github.com/shawn0728/OpenSearch-VL)
   [![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
   [![Python](https://img.shields.io/badge/Python-3.10%2B-blue.svg)](https://www.python.org/)