@article{anolevlalightweightvisionlanguageactionm, title = {AnoleVLA: Lightweight Vision-Language-Action Model with Deep State Space Models for Mobile Manipulation}, author = {Yusuke Takagi and Motonari Kambara and Daichi Yashima and Koki Seno and Kento Tokura and Komei Sugiura}, year = {2026}, eprint = {2603.15046}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.15046}, }