Beyond Trajectory Imitation: Strategy-Guided Policy Optimization for LLM Reasoning.

arXiv:2606.24064v3 Announce Type: replace Abstract: Distilling reasoning capabilities from strong to weak language models typically involves imitating specific solution trajectories, effectively transferring what to answer rather than how to reason. This traje