Beyond Alignment: Expanding Reasoning Capacity via Manifold-Reshaping Policy Optimization

Dayu Wang, Jiaye Yang, Weikang Li +2

Reinforcement Learning with Verifiable Rewards (RLVR) has demonstrated remarkable success in enhancing the reasoning capabilities of Large Language Models (LLMs). However, recent s…