@inproceedings{acl2026e, author = {Taolin Zhang and Pukun Zhao and Qizhou Chen and Jiuheng Wan and Chen Chen and Xiaofeng He and Chengyu Wang and Richang Hong}, title = {Taming "Zombie" Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution}, booktitle = {Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics}, pages = {8224–8243}, year = {2026} }