作者位次 #5/7ICLR 2026Poster· Reinforcement Learning / Deep RL
Scaf-GRPO: Scaffolded Group Relative Policy Optimization for Enhancing LLM Reasoning
Xichen Zhang · Sitong Wu · Yinghao Zhu · Haoru Tan · Shaozuo Yu · Ziyi He · Jiaya Jia
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Xichen Zhang · Sitong Wu · Yinghao Zhu · Haoru Tan · Shaozuo Yu · Ziyi He · Jiaya Jia
Meng Chu · Senqiao Yang · Haoxuan Che · Suiyun Zhang · Xichen Zhang · Shaozuo Yu · Haokun GUI · Zhefan Rao · Dandan Tu · Rui Liu · Jiaya Jia
Xichen Zhang · Ziyi He · Yinghao Zhu · Sitong Wu · Shaozuo Yu · Meng Chu · Wenhu Zhang · Haoru Tan · Jiaya Jia
Search agents have emerged as a pivotal paradigm for solving open-ended, knowledge-intensive reasoning tasks. However, training these agents via Reinforcement Learning (RL) faces a critical dilemma: interacting with live commercial Web APIs is prohibitively expensive, while relying on static data...
Meng Chu · Yukang Chen · Haokun GUI · Shaozuo Yu · Yi Wang · Jiaya Jia