Stateful knowledge learning enables LLM agents to move from trajectory-level reflection to predictive foresight
Read the original at arxiv.org→arXiv:2607.28638v1 Announce Type: new Abstract: As large language model (LLM) agents increasingly learn from experience, they primarily rely on trajectory-level reflection to extract insights. Viewed through the...
Original headline: "Learning Stateful Predictive Knowledge From Experience"
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- Aug 3, 04:00 UTC arXiv cs.CL lead source Learning Stateful Predictive Knowledge From Experience