@article{georeasonaligningthinkingandansweringinr, title = {GeoReason: Aligning Thinking And Answering In Remote Sensing Vision-Language Models Via Logical Consistency Reinforcement Learning}, author = {Wenshuai Li and Xiantai Xiang and Zixiao Wen and Guangyao Zhou and Ben Niu and Feng Wang and Lijia Huang and Qiantong Wang and Yuxin Hu}, year = {2026}, eprint = {2601.04118}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.04118}, }