@article{motionwamtowardsfoundationworldactionmod, title = {MotionWAM: Towards Foundation World Action Models for Real-Time Humanoid Loco-Manipulation}, author = {Jia Zheng and Teli Ma and Yudong Fan and Zifan Wang and Shuo Yang and Junwei Liang}, year = {2026}, eprint = {2606.09215}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.09215}, }