SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models

Yifu Huo, Chenglong Wang, Ziming Zhu +9

Reinforcement learning (RL) has emerged as a promising paradigm for training reasoning-oriented models by leveraging rule-based reward signals. However, RL training typically tends…