@article{embedrlreinforcementlearningforreasoning, title = {Embed-RL: Reinforcement Learning for Reasoning-Driven Multimodal Embeddings}, author = {Haonan Jiang and Yuji Wang and Yongjie Zhu and Xin Lu and Wenyu Qin and Meng Wang and Pengfei Wan and Yansong Tang}, year = {2026}, eprint = {2602.13823}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.13823}, }