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NVIDIA 研究团队推出 PivotOPD,教智能体纠正错误并回到正轨

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NVIDIA 出了个 PivotOPD,专门解决智能体一开始走错就错到底的问题,让老师模型示范怎么纠偏,做 agent 的可以看看论文。

NVIDIA 研究团队发布 PivotOPD,针对智能体在任务早期犯错后一路错到底的问题。训练时由教师模型向智能体示范更优动作,并演示接下来几步如何回到正确轨道。该方法同时覆盖错误避免与错误发生后的恢复两种场景。论文与演示视频已在 research.nvidia.com 公开。

图片来源 · NVIDIA AI
原文 · NVIDIA AI

An AI agent makes a mistake early in a task, then keeps going in the wrong direction. Our researchers built PivotOPD to teach agents how to avoid those mistakes and recover when they happen. During training, a teacher model shows the agent a better action and how to get back on track over the next few steps. Read the paper and watch how it works: research.nvidia.com/labs/lpr/pivot… Your browser does not support the video tag. 🔗 View on Twitter 💬 14 🔄 10 ❤️ 68 👀 4094 📊 25 ⚡