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arXiv AI/ML

How to move AI agents between tasks without starting from scratch

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Instead of teaching a robot new skills every time it moves to a new factory floor, you learn *how to learn* quickly — so it can adapt almost instantly.

This means training massive AI systems becomes much faster and cheaper, which could speed up real-world deployment in robotics, autonomous systems, and multi-task agents.


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