ReST-RL: Reinforcing LLM Reasoning through Unified Self-Training and Value-Guided Search

Sining Zhoubian, Dan Zhang, Jie Tang

With respect to improving the reasoning accuracy of LLMs, the representative reinforcement learning (RL) method - Group Relative Policy Optimization (GRPO) - has achieved critical…