@inproceedings{luan-etal-2026-semfed, title = "{S}em{F}ed: Semantic Federated Reinforcement Learning for Heterogeneous {LLM} Agents", author = "Luan, Yuxuan and Zhao, Zilin and Zhang, Yihan and Wang, Wei and Sun, Chenyu and Li, Lixiang and Peng, Haipeng and Zhang, Chaoning and Xie, Lianku", 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.1147/", pages = "24294--24308", ISBN = "979-8-89176-462-0" }