@article{emoagentr1towardsmultimodalemotionunders, title = {EmoAgent-R1: Towards Multimodal Emotion Understanding with Reinforcement Learning-based Dynamic Agent Specialization}, author = {Lihuang Fang and Yuchen Zou and kebin Jin and Jinghui Qin}, year = {2026}, eprint = {2607.21013}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.21013}, }