Pinpointing crucial steps: Attribution-based Credit Assignment for Verifiable Reinforcement Learning

Junxi Yin, Haisen Luo, Zhenyu Li +4

While Reinforcement Learning with Verifiable Rewards (RLVR) enhances complex reasoning in LLMs, current methods struggle to balance exploration and exploitation. This leads to crit…