@article{simpactsimulationenabledactionplanningus, title = {SIMPACT: Simulation-Enabled Action Planning using Vision-Language Models}, author = {Haowen Liu and Shaoxiong Yao and Haonan Chen and Jiawei Gao and Jiayuan Mao and Jia-Bin Huang and Yilun Du}, year = {2025}, eprint = {2512.05955}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.05955}, }