Enhancing Efficiency and Exploration in Reinforcement Learning for LLMs

Mengqi Liao, Xiangyu Xi, Ruinian Chen +5

Reasoning large language models (LLMs) excel in complex tasks, which has drawn significant attention to reinforcement learning (RL) for LLMs. However, existing approaches allocate…