@article{calibratedpredictivesafetyforheterogeneo, title = {Calibrated Predictive Safety for Heterogeneous Robots: An Action-Conditioned JEPA Framework with Model-Based Safety Shields}, author = {Kaiming Zhong and Tianhua Liu and Yue Wang}, year = {2026}, eprint = {2608.17496}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.17496}, }