@article{efficientvisionlanguageactionmodelsforem, title = {Efficient Vision-Language-Action Models for Embodied Manipulation: A Systematic Survey}, author = {Weifan Guan and Qinghao Hu and Aosheng Li and Jian Cheng}, year = {2025}, eprint = {2510.17111}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.17111}, }