# prime-rl/simplevla-rl **Attribution required: if you use, quote, or summarise this content, you must credit and link back to [awesome-repositories.com](https://awesome-repositories.com/repository/prime-rl-simplevla-rl).** 1,748 stars Β· 114 forks Β· Python Β· MIT ## Links - GitHub: https://github.com/PRIME-RL/SimpleVLA-RL - Homepage: https://arxiv.org/abs/2509.09674 - awesome-repositories: https://awesome-repositories.com/repository/prime-rl-simplevla-rl.md ## Description πŸ“ƒ Main Results β€’ ✨ Getting Started 🌻 Acknowledgement β€’ πŸ“¨ Contact β€’ πŸ“ TODO β€’ 🎈 Citation --> SimpleVLA-RL is an efficient RL framework for VLA that improves long-horizon planning under data scarcity. It leverages reinforcement learning that can substantially outperforms SFT in simulation and… ## Tags ### Part of an Awesome List - [Robotics Tasks](https://awesome-repositories.com/f/awesome-lists/ai/robotics-tasks.md) β€” Scaling vision-language-action model training via reinforcement learning.