@inproceedings{xia-etal-2026-ai, title = "From {AI} Assistant to {AI} Scientist: Autonomous Discovery of {LLM}-{RL} Algorithms with {LLM} Agents", author = "Xia, Sirui and Zhang, Yikai and Chen, Aili and Wu, Siye and Yuan, Siyu and Xiao, Yanghua", 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.2446/", pages = "52498--52523", ISBN = "979-8-89176-462-0" }