@article{dynvlalearningworlddynamicsforactionreas, title = {DynVLA: Learning World Dynamics for Action Reasoning in Autonomous Driving}, author = {Shuyao Shang and Bing Zhan and Yunfei Yan and Yuqi Wang and Yingyan Li and Yasong An and Xiaoman Wang and Jierui Liu and Lu Hou and Lue Fan and Zhaoxiang Zhang and Tieniu Tan}, year = {2026}, eprint = {2603.11041}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.11041}, }