Internalizing Meta-Experience into Memory for Guided Reinforcement Learning in Large Language Models. - Shiting Huang; Zecheng Li; Yu Zeng; Qingnan Ren; Zhen Fang; Qisheng Su; Kou Shi; Lin Chen 019; Zehui Chen; Feng Zhao 004 (CoRR, 2026)

SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents. - Ziao Zhang; Kou Shi; Shiting Huang; Avery Nie; Yu Zeng; Yiming Zhao; Zhen Fang; Qishen Su; Haibo Qiu; Wei Yang; Qingnan Ren; Shun Zou; et al. (CoRR, 2026)