Efficient Reinforcement Learning for Large Language Models with Intrinsic Exploration

Yan Sun, Jia Guo, Stanley Kok +3

Reinforcement learning with verifiable rewards (RLVR) has improved the reasoning ability of large language models, yet training remains costly because many rollouts contribute litt…