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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -162,6 +162,7 @@ See [baselines.md](assets/baselines.md).
- **SophiaVL-R1**: Reinforcing MLLMs Reasoning with Thinking Reward. [![[code]](https://img.shields.io/github/stars/kxfan2002/SophiaVL-R1)](https://github.com/kxfan2002/SophiaVL-R1) [![[arxiv]](https://img.shields.io/badge/arxiv-2505.17018-blue)](https://arxiv.org/abs/2505.17018)
- **Vision-Matters**: Simple Visual Perturbations Can Boost Multimodal Math Reasoning. [![[code]](https://img.shields.io/github/stars/YutingLi0606/Vision-Matters)](https://github.com/YutingLi0606/Vision-Matters) [![[arxiv]](https://img.shields.io/badge/arxiv-2506.09736-blue)](https://arxiv.org/abs/2506.09736)
- **VTool-R1**: VLMs Learn to Think with Images via Reinforcement Learning on Multimodal Tool Use. [![[code]](https://img.shields.io/github/stars/VTOOL-R1/vtool-r1)](https://github.com/VTOOL-R1/vtool-r1) [![[arxiv]](https://img.shields.io/badge/arxiv-2505.19255-blue)](https://arxiv.org/abs/2505.19255)
- **Long-RL**: Scaling RL to Long Sequences. [![[code]](https://img.shields.io/github/stars/NVlabs/Long-RL)](https://github.com/NVlabs/Long-RL) [![[arxiv]](https://img.shields.io/badge/arxiv-2507.07966-blue)](https://arxiv.org/abs/2507.07966)

## TODO

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