${\text{Re}}^2$: Unlocking LLM Reasoning via Reinforcement Learning with Re-solving

Pinzheng Wang, Shuli Xu, Juntao Li +4

Reinforcement learning with verifiable rewards (RLVR) has shown promise in enhancing the reasoning performance of large language models (LLMs) by increasing test-time compute. Howe…