Peng, B.; Bu, P.; Pan, K.; Xu, X.; Zhao, Y.; Chen, M.; Du, Y.; Li, L.; Song, J.; Xu, T. How Foundational Skills Influence VLM-Based Embodied Agents: A Native Perspective. AAAI 2026, 40, 8322-8330.