Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models

Teng Wang, Zhangyi Jiang, Zhenqi He +9

Recent studies show that Large Language Models (LLMs) achieve strong reasoning capabilities through supervised fine-tuning or reinforcement learning. However, a key approach, the P…