作者位次 #6/8ICLR 2026Poster· Reinforcement Learning / Deep RL
Don't Just Fine-tune the Agent, Tune the Environment
Siyuan Lu · Zechuan Wang · Hongxuan Zhang · Qintong Wu · Leilei Gan · Chenyi Zhuang · Jinjie Gu · Tao Lin
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Siyuan Lu · Zechuan Wang · Hongxuan Zhang · Qintong Wu · Leilei Gan · Chenyi Zhuang · Jinjie Gu · Tao Lin
Bingguang Hao · Zengzhuang Xu · Maolin WANG · Yuntao Wen · Yicheng Chen · Cunyin Peng · Long Chen · an Jiaotong University) · Jinjie Gu · Chenyi Zhuang · Ji Zhang
While Supervised Fine-Tuning (SFT) is the prevailing method for equipping Large Language Models (LLMs) with function calling capabilities, its effectiveness is often compromised by two critical challenges: 1) Imbalanced Training Signals , where lengthy Chain-of-Thought (CoT) reasoning tokens domi...
Zhiwen Tan · Jiaming Huang · Qintong Wu · Hongxuan Zhang · Chenyi Zhuang · Jinjie Gu