Why it matters
Different robots have different kinematics, sensors, degrees of freedom and end effectors. Cross-embodiment learning aims to make learned skills portable rather than retraining a model from scratch for every platform. Google DeepMind describes Gemini Robotics 2 as adaptable across robot embodiments, while NVIDIA describes GR00T as a cross-embodiment solution.