@inproceedings{yan-etal-2026-openskill, title = "{O}pen{S}kill: Open-World Self-Evolution for {LLM} Agents", author = "Yan, Zhiling and Song, Dingjie and Zhang, Hanrong and Liang, Wei and Zhang, Yuxuan and Dai, Yutong and He, Lifang and Yu, Philip S. and Xu, Ran and Li, Xiang and Sun, Lichao", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1118/", pages = "25602--25618", ISBN = "979-8-89176-459-0" }