# Beyond On-Policy vs. Off-Policy: At What Level Should LLM Agent Distillation Follow the Student?

> 全文为英语

**Published:** 2026年10月26日
**Author:** Ya Gao, Zhengtao Zou, Pekka Marttinen
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/beyond-on-policy-vs-off-policy-at-what-level-should-llm-agent-distillati

arXiv:2610.31918v1 Announce Type: new Abstract: Distilling interactive LLM agents requires choosing between teacher-generated demonstrations and student-generated experience, corresponding broadly to off-policy and on-policy distillation. While both have proven effective, we…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.31918)

**标签：** #arXiv

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