FaithRL: Learning to Reason Faithfully through Step-Level Faithfulness Maximization

Runquan Gui, Yafu Li, Xiaoye Qu +3

Reinforcement Learning with Verifiable Rewards (RLVR) has markedly improved the performance of Large Language Models (LLMs) on tasks requiring multi-step reasoning. However, most R…