@article{autagentareinforcementlearningframeworkf, title = {AuTAgent: A Reinforcement Learning Framework for Tool-Augmented Audio Reasoning}, author = {Siqian Tong and Xuan Li and Yiwei Wang and Baolong Bi and Yujun Cai and Shenghua Liu and Yuchen He and Chengpeng Hao}, year = {2026}, eprint = {2602.13685}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.13685}, }