Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training

Mingjie Liu, Shizhe Diao, Jian Hu +19

Recent advancements in reasoning-focused language models such as OpenAI's O1 and DeepSeek-R1 have shown that scaling test-time computation-through chain-of-thought reasoning and it…