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News/Recurrent Harness for Agentic Continual Learning
arxiv
PublishedOctober 13, 2026 at 4:00 AM

Recurrent Harness for Agentic Continual Learning

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arXiv:2610.12668v1 Announce Type: cross Abstract: Language model agents increasingly operate over long interaction streams, requiring online adaptation to distribution shifts through continual learning. However, existing agent harnesses typically either evolve their states only through forward infor

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