YYForce Humanoid Robotics and VLA Training Workflow Featured on Mediacorp Meeting AI

“》) . Watch the full broadcast feature on YouTube: https://youtu.be/QdH6VVlspYI Hosted by veteran presenter Zhang Haijie, the television feature provided viewers with an in-depth, hands-on look at emerging humanoid robotics technologies and their practical commercial training workflows. During the broadcast, the presenter participated directly in a teleoperation demonstration with the Unitree G1 humanoid robot, utiliz”

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“and move a cup required 40 human demonstrations and data cleaning, followed by approximately eight hours of neural network training on advanced VLA models before autonomous execution was achieved. The broadcast illustrated the reality behind embodied artificial intelligence: making service robots operate effectively and safely in unstructured, real-world commercial environments begins with structured learning from h”

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“and move a cup required 40 human demonstrations and data cleaning, followed by approximately eight hours of neural network training on advanced VLA models before autonomous execution was achieved. The broadcast illustrated the reality behind embodied artificial intelligence: making service robots operate effectively and safely in unstructured, real-world commercial environments begins with structured learning from h”

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“ing a VR head-mounted display and five precision tracking sensors fitted to the head, hands, and feet. The system mapped human movement and velocity directly onto the robot in real time, recording joint angles, kinematic positions, and visual camera feeds to build high-fidelity physical AI training datasets. Key Technical Workflow Demonstrated in Broadcast: Human Demonstration & Kinematic Logging: Human operators dem”

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