Boosting LLM Reasoning via Human-Inspired Reward Shaping

Wenze Lin, Zhen Yang, Xitai Jiang +2

Reinforcement Learning with Verifiable Rewards (RLVR) has emerged as a promising paradigm for enhancing reasoning in Large Language Models (LLMs). However, existing reward formulat…