Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards

Mengjie Ren, Jie Lou, Boxi Cao +6

Reinforcement Learning with Verifiable Rewards (RLVR) has emerged as an effective paradigm for improving the reasoning capabilities of large language models. However, RLVR training…