Process Rewards for Outcome-Guided Reasoning Steps in LLM Reinforcement Learning.

arXiv:2604.02341v2 Announce Type: replace-cross Abstract: Mathematical reasoning in large language models has improved substantially with reinforcement learning using verifiable rewards, where final answers can be checked automatically and converted into relia