Linear Dynamics in the RLVR Training of Large Language Models

Tianle Wang, Jiayu Liu, Zhongyuan Wu +4

Reinforcement learning with verifiable rewards (RLVR) has driven significant performance gains in reasoning-oriented large language models (LLMs), yet its internal training dynamic…