@article{skillheximprovingagentskillsviahypothesi, title = {SkillHEX: Improving Agent Skills via Hypothesis-Driven Autonomous Exploration and Exploitation}, author = {Yuru Feng and Yaoqi Chen and Beidi Zhao and Qianxi Zhang and Xinjiang Wang and Jianan Lu and Zhirui Wang and Shusen Xu and Zengzhong Li and Qi Chen}, year = {2026}, eprint = {2608.05628}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.05628}, }