作者位次 #3/7ACL 2026Poster· Natural Language Processing
Tailored Primitive Initialization is the Secret Key to Reinforcement Learning
Yihang Yao · Guangtao Zeng · Raina Wu · Yang Zhang · DING ZHAO · Zhang-Wei Hong · Chuang Gan
摘要
Reinforcement learning (RL) has emerged as a powerful paradigm for improving the reasoning capabilities of large language models (LLMs). Despite its success, RL faces fundamental challenges, including low sample efficiency and a strong dependence on the quality of the base model: while some model...