@article{learningtoorchestrateagentsinnaturallang, title = {Learning to Orchestrate Agents in Natural Language with the Conductor}, author = {Stefan Nielsen and Edoardo Cetin and Peter Schwendeman and Qi Sun and Jinglue Xu and Yujin Tang}, year = {2025}, eprint = {2512.04388}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.04388}, }