TTVS: Boosting Self-Exploring Reinforcement Learning via Test-time Variational Synthesis

Sikai Bai, Haoxi Li, Jie Zhang +2

Despite significant advances in Large Reasoning Models (LRMs) driven by reinforcement learning with verifiable rewards (RLVR), this paradigm is fundamentally limited in specialized…