Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling

Shuyang Jiang, Yusheng Liao, Ya Zhang +2

While large reasoning models trained with critic-free reinforcement learning and verifiable rewards (RLVR) represent the state-of-the-art, their practical utility is hampered by ``…