OpenAI

Summary

About

About OpenAI

OpenAI develops general-purpose artificial-intelligence models and has conducted robotics research on learning physical manipulation. Its Dactyl work trained control policies in simulation and transferred them to a Shadow Dexterous Hand for in-hand object reorientation, later extending the approach to a Rubik's Cube.

This work forms a historical research lineage; OpenAI does not currently offer a branded robot product. The robotics relevance lies in reinforcement learning, domain randomisation, vision and sim-to-real transfer applied to physical systems.

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Observed use

  • ChatGPT and Whisper with Ameca Desktop

    Reference Design - Controlled By - Engineered Arts documents OpenAI ChatGPT and Whisper integration in Ameca Desktop.

    Source

Research

  • OpenAI trains robotic hand to solve a Rubik's Cube with Automatic Domain Randomization

    2019-10-15 - Research Publication - OpenAI trained neural networks to solve a Rubik's Cube with a human-like robotic hand using reinforcement learning in simulation. The project introduced Automatic Domain Randomization to create progressively harder simulated environments for sim-to-real transfer. The system solved simpler scrambles 60 percent of the time and maximal-difficulty scrambles 20 percent of the time, making it a durable dexterous-manipulation milestone.

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  • OpenAI trains Dactyl robotic hand system for dexterous manipulation

    2018-07-30 - Research Publication - OpenAI introduced Dactyl, a system that trains a Shadow Dexterous Hand entirely in simulation and transfers the policy to real hardware. The work used the same general-purpose reinforcement learning system behind OpenAI Five to manipulate objects into target orientations. The event remains a landmark robotics result because it showed sim-trained dexterous manipulation could adapt to real-world physics.

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Timeline

Events

Notes

Profile notes

  • OpenAI left in-house robotics over a data bottleneck, then rebuilt the capability around broader model and hardware work

    reviewed 2026-07-20 - OpenAI disbanded its original robotics group after concluding that scarce physical-interaction data limited progress, shifting attention to more scalable AI research. It restarted a robotics team in 2024 and now advertises work across the model stack and multiple hardware form factors, making the current effort a reboot under changed technical assumptions rather than uninterrupted continuation of the Rubik's Cube hand programme.

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  • Gymnasium is the maintained community successor to OpenAI Gym, not a new OpenAI release

    reviewed 2026-07-20 - Maintenance of OpenAI Gym declined until OpenAI handed the repository to an outside team and stopped planning further development. That team created the Farama Foundation and moved future maintenance to the Gymnasium fork, which preserves the core interface while introducing API changes; active Gymnasium development is therefore community continuity beyond OpenAI rather than evidence that OpenAI still maintains Gym.

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Relations

Relationships

  • Figure AI

    Technology Partner - Figure and OpenAI agreed to develop next-generation AI models for humanoid robots.

  • Robot on Rails

    AI Directed Wet Lab Research - Robot on Rails worked with OpenAI and Red Queen Bio on an AI-directed wet-lab molecular-cloning system.

  • Ginkgo Bioworks

    Gpt 5 Autonomous Laboratory Research Partner - Ginkgo Bioworks and OpenAI connected GPT-5 to Ginkgo's autonomous laboratory for closed-loop biological experimentation.