Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward

Guanhua Huang, Tingqiang Xu, Mingze Wang +7

Reinforcement Learning with Verifiable Rewards (RLVR) has propelled Large Language Models in complex reasoning, yet its scalability is often hindered by a training bottleneck where…