@article{simplebutstablefastandsafeachieveendtoen, title = {Simple but Stable, Fast and Safe: Achieve End-to-end Control by High-Fidelity Differentiable Simulation}, author = {Fanxing Li and Shengyang Wang and Yuxiang Huang and Fangyu Sun and Shuyu Wu and Yufei Yan and Danping Zou and Wenxian Yu}, year = {2026}, eprint = {2604.10548}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.10548}, }