Author

Guohua Liu

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Preprint Aug 2026

Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training

Conditional experience transfer is formulated as conditional experience transfer and Boundary-Calibrated Intervention Transfer is introduced, a method that authorizes experience reuse before weight-changing training and attains higher equal-budget final-model quality than the evaluated alternatives.

Ting Li, Wenfeng Feng, Weiqing Li et al. · 0 citations