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研究 智能体 人工智能
NVIDIA and collaborators introduce PivotOPD to train AI agents to recover from pivotal mistakesMachine translation
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PivotOPD identifies task disrupting actions during training and teaches agents to recover after making them. In replays of 72 pivotal mistakes, it recovered 72.7% of the time, versus 20.3% for standard on-policy distillation. The method depends on replayable environments, and its code has not yet been released.
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