@article{multiagentsystemsfromclassicalparadigmst, title = {Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures}, author = {Zixiang Wang and Mengjia Gong and Qiyu Sun and Jing Xu and Shuai Mao and Xin Jin and Qing-Long Han and Yang Tang}, year = {2026}, eprint = {2604.18133}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.18133}, }