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

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.

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