Author

Kristoffer Bernhem

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Jul 2026

Learning on the Job: Continual Learning from Deployment Feedback for Frozen-Weights Agents

It is shown that feedback is a sufficient signal for continual learning when the frozen model is paired with an external memory that distils each episode into retrievable natural-language rules when the frozen model is paired with an external memory.

V. Tablan, Scott Taylor, Kristoffer Bernhem · arXiv.org · 0 citations