@article{geniworldageneralizableinteractiveworldm, title = {GeniWorld: A Generalizable Interactive World Model for Robotic Manipulation via Visual Actions}, author = {Chenghao Gu and Hanyang Yu and Jingbo Zhang and Haitao Lin and Wenyao Zhang and Jinghe Wang and Hanglei Jin and Shuzhao Xie and Jingyan Jiang and Zhi Wang}, year = {2026}, eprint = {2608.06332}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.06332}, }