Zihao Cheng, Zeming Liu, Yingyu Shan, Xinyi Wang, Xiangrong Zhu 0002, Yunpu Ma, Hongru Wang 0003, Yuhang Guo 0001, Wei Lin, Yunhong Wang 0001. Mem²Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 20784-20831, Association for Computational Linguistics, 2026. [doi]
Abstract is missing.