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Stateful Knowledge Learning (SKL)

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04:00
2026-08-03
arxiv.org
artificial-intelligence

Learning Stateful Predictive Knowledge From Experience

Researchers propose Stateful Knowledge Learning (SKL), a method that trains large language model agents to maintain explicit, state-anchored predictive knowledge instead of relying on trajectory-level…

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