Rationale-Guided Policy Optimization: Learning to Reason with Adaptive Rationale Scaffolding

Hoang Phan, Minh Pham, Chau Pham +3

On-policy reinforcement learning has become a central paradigm for improving the reasoning abilities of large language models. However, its effectiveness is often limited by reward…