Odyssey: Empowering Agents with Open-World Skills. - Shunyu Liu 001; Yaoru Li; Kongcheng Zhang; Zhenyu Cui; Wenkai Fang; Yuxuan Zheng; Tongya Zheng; Mingli Song (CoRR, 2024)

Reasoning with Reinforced Functional Token Tuning. - Kongcheng Zhang; Qi Yao; Baisheng Lai; Jiaxing Huang 001; Wenkai Fang; Dacheng Tao; Mingli Song; Shunyu Liu 001 (CoRR, 2025)

A Survey of Direct Preference Optimization. - Shunyu Liu 001; Wenkai Fang; Zetian Hu; Junjie Zhang; Yang Zhou; Kongcheng Zhang; Rongcheng Tu; Ting-En Lin; Fei Huang 002; Mingli Song; Yongbin Li; Dacheng Tao (CoRR, 2025)

SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data. - Wenkai Fang; Shunyu Liu 001; Yang Zhou; Kongcheng Zhang; Tongya Zheng; Kai-Xuan Chen 001; Mingli Song; Dacheng Tao (CoRR, 2025)

Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning. - Kongcheng Zhang; Qi Yao; Shunyu Liu 001; Yingjie Wang; Baisheng Lai; Jieping Ye; Mingli Song; Dacheng Tao (CoRR, 2025)