REGEN: Replay-recycling for Expert-to-Generalist distillation with Offline Reinforcement Learning.

arXiv:2607.19450v4 Announce Type: replace-cross Abstract: Large-scale online reinforcement learning (RL) is the predominant means of eliciting advanced abilities including long-term reasoning and agentic tool use in large language models (LLMs). However, conti