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News/Multi-Turn On-Policy Distillation with Prefix Replay
arxiv
PublishedJuly 28, 2026 at 4:00 AM

Multi-Turn On-Policy Distillation with Prefix Replay

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arXiv:2607.04763v3 Announce Type: replace-cross Abstract: We study on-policy distillation (OPD) for agentic tasks, where an LLM agent interacts with an environment over multiple turns and a student imitates a teacher over these multi-turn interaction histories. Fully online OPD is costly because eac

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