# uni-robot-agent: A Unified Open-Source Framework for Robot-Use Agents

- Source: HuggingFace Daily Papers
- Published: 2026-11-01T00:00:00.000Z
- RoboHot: https://robohot.news/en/items/dj73a821jevhe61mb30lb4l7x
- Original: https://huggingface.co/papers/2611.01560

## Summary

A research team proposes uni-robot-agent, a unified framework to support further training of open-weight robot-use agents. Without privileged inputs, the out-of-the-box Qwen3.8-Flash-Next achieves a RoboDojo score of 31.39, surpassing the published GPT-6 Astra-RoboProbe result of 28.97, and performs competitively on 19 real-world tasks.