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AI · February 23, 2024

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OK-Robot: open, modular home robot framework for pick-and-drop anywhere

Hi all, excited to share our latest work, OK-Robot, which is an open and modular framework to perform navigation and manipulation with a robot assistant in practically any homes without having to teach the robot anything new! You can simply unbox the target robot, install OK-Robot, give it a "scan" (think a 60 second iPhone video), and start asking the robot to move arbitrary things from A to B. We already tested it out in 10 home environments in New York city, and one environment each in Pittsburgh and Fremont. We based everything off of the current best machine learning models, and so…

In plain words

OK-Robot is an open-source framework that enables home robots to perform navigation and object manipulation tasks without requiring task-specific training. Users can scan their home environment with a 60-second video, then direct the robot to move items between locations. Built on existing machine learning models, the system has been tested across multiple homes in New York, Pittsburgh, and Fremont. The framework is designed for developers and robotics enthusiasts who want to deploy robots in diverse residential settings.

written from the facts on this page · September 2026

From the sources

In the maker’s words, at launch

Hi all, excited to share our latest work, OK-Robot, which is an open and modular framework to perform navigation and manipulation with a robot assistant in practically any homes without having to teach the robot anything new! You can simply unbox the target robot, install OK-Robot, give it a "scan" (think a 60 second iPhone video), and start asking the robot to move arbitrary things from A to B. We already tested it out in 10 home environments in New York city, and one environment each in Pittsburgh and Fremont. We based everything off of the current best machine learning models, and so things don't quite work perfectly all the time, so we are hoping to build it together with the community! Our code is open: https://github.com/ok-robot/ok-robot and we have a Discord server for discussion and support: https://discord.gg/wzzZJxqKYC If you are curious what works and what doesn't work, take a quick look at https://ok-robot.github.io/#analysis or read our paper for a detailed analysis: https://arxiv.org/abs/2401.12202 P.S.: while the code is open the project unfortunately isn't fully open source since one of our dependencies, AnyGrasp, has a closed-source, educational license. Apologize in advance, but we used it since that was the best grasping model we could have access to! Would love to hear more thoughts and feedback on this project!

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