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Zixuan Song · Jing Zhang · Di Wang · Zidie Zhou · Wenbin Liu · Haonan Guo · En Wang · Bo Du
Xingyu Lin · Yilin Wen · Du Su · En Wang · Wenbin Liu · Zhonghou Lv · Jinchang Hou · Chenfu Bao
Group Relative Policy Optimization (GRPO) has significantly advanced the reasoning ability of large language models (LLMs), particularly in their mathemat- ical reasoning performance. However, GRPO and related entropy regularization methods still struggle with token-level sparse-rewards, which is...
En Wang · Jiajian Lv · Di Liang · Zidie Zhou · Wenbin Liu · Mijia Zhang · Ruijia Wang
Hao Du · Wenbin Liu · En Wang · Yumeng Liang · Bo Yang · Yongjian Yang
Hao Du · Wenbin Liu · Ziyu Sun · Haoyang Su · En Wang · Yuanbo Xu