@inproceedings{huang-etal-2026-ability, title = "Ability-Aligned Skill Evolution for {LLM} Agents via Reinforcement Learning", author = "Huang, Fei and Chen, Tianyu and He, Zhongyu and Li, Yuanfan and Yu, Meng Hsuan and Li, Xingyang and Pan, Lu and Zeng, Ke and Cai, Xunliang", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.136/", pages = "2779--2794", ISBN = "979-8-89176-462-0" }