DoubleFree:Exploiting Exploration History for Rollout-Free Multi-Task LLMs Training.

arXiv:2610.34272v1 Announce Type: cross Abstract: Multi-task post-training can develop domain specialists through independent reinforcement learning (RL) and consolidate their capabilities through multi-teacher on-policy distillation (MOPD). However, standard