Beyond pick-and-place, X-OOHRI exposes abstract robot actions via a radial menu after selecting a real-world object. Users then manipulate virtual twins to specify missing spatial parameters.

This can also support remote teleoperation 🎮

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Check out “Explainable OOHRI: Communicating Robot Capabilities and Limitations as AR Affordances” at for more details!


🔗 Project page: xoohri.github.io

📄 Paper: arxiv.org/abs/2601.14587


Led by Lauren Wang, in collaboration with Mo Kari @hciPrinceton HCI and @PrincetonCS.


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