Meta Quest 3 / PICO 4 Ultra XR Headsets

Two consumer mixed-reality headsets commonly repurposed for robot teleoperation.

The Meta Quest 3 is a mixed-reality headset released by Meta in 2023, and the PICO 4 Ultra is a similar product released in 2024 by PICO, a ByteDance subsidiary. Both include built-in head tracking, hand tracking, controller tracking, and color pass-through cameras, at a price far below the Apple Vision Pro. In embodied AI, they're mainly used as low-cost VR teleoperation devices: the headset streams the operator's head pose, hand keypoints, or controller pose to the robot in real time, which is converted into joint commands through motion retargeting; the video feed from the robot's head cameras is streamed back to the headset, letting the operator work as if physically present, while the session is recorded as demonstration data.

ExampleUnitree's open-source xr_teleoperate supports using XR devices such as the Quest 3 or PICO 4 Ultra to teleoperate the Unitree G1 humanoid and its dexterous hands.

Also called

Quest 3, PICO 4 Ultra

Related

VR Teleoperation · VR Headset · Apple Vision Pro · Unitree xr_teleoperate · XRoboToolkit · Motion Retargeting

Sources

Meta Quest 3 - Wikipedia
unitreerobotics/xr_teleoperate - GitHub

As of

2026-09