@inproceedings{he-etal-2026-siri, title = "{SIRI}: Self-Internalizing Reinforcement Learning with Intrinsic Skills for {LLM} Agent Training", author = "He, Zhongyu and Li, Yuanfan and Huang, Fei and Chen, Tianyu and Chen, Siyuan and Li, Xingyang and Yu, Meng Hsuan and Liu, Xiangrong and Wei, Leyi and Pan, Lu and Zeng, Ke and Cai, Xunliang", 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.192/", pages = "4402--4416", ISBN = "979-8-89176-459-0" }