@article{learningtocommunicatetowardendtoendoptim, title = {Learning to Communicate: Toward End-to-End Optimization of Multi-Agent Language Systems}, author = {Ye Yu and Heming Liu and Haibo Jin and Xiaopeng Yuan and Peng Kuang and Haohan Wang}, year = {2026}, eprint = {2604.21794}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.21794}, }