NVIDIA Research advances at ICRA 2026 show how simulation-to-real transfer is enabling robots to perceive, reason, plan, and operate in dynamic environments — covering multi-arm coordination, cross-embodiment navigation, precise grasping and assembly, and vision-language-action models.