Prequential test-time learning for LLM agents enables updating knowledge at the granularity of individual transitions during deployment
Read the original at arxiv.org→arXiv:2609.35911v1 Announce Type: new Abstract: Adapting large language model agents during deployment requires not only retaining past experience, but also turning new observations into timely guidance. Many...
Original headline: "Learn Now, Use Next, Trust Later: Prequential Test-Time Learning for LLM Agents"
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- Sep 30, 04:00 UTC arXiv cs.LG lead source Learn Now, Use Next, Trust Later: Prequential Test-Time Learning for LLM Agents