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.