
At the Conference for Robot Learning (CoRL) in Munich, Germany, Hugging Face and NVIDIA announced a collaboration to accelerate robotics research and development by bringing together their open-source robotics communities.
Hugging Face's LeRobot open AI platform combined with NVIDIA AI, Omniverse and Isaac robotics technology will enable researchers and developers to drive advances across a wide range of industries, including manufacturing, healthcare and logistics.
Open-Source Robotics for the Era of Physical AI The era of physical AI - robots understanding physical properties of environments - is here, and it's rapidly transforming the world's industries.
To drive and sustain this rapid innovation, robotics researchers and developers need access to open-source, extensible frameworks that span the development process of robot training, simulation and inference. With models, datasets and workflows released under shared frameworks, the latest advances are readily available for use without the need to recreate code.
Hugging Face's leading open AI platform serves more than 5 million machine learning researchers and developers, offering tools and resources to streamline AI development. Hugging Face users can access and fine-tune the latest pretrained models and build AI pipelines on common APIs with over 1.5 million models, datasets and applications freely accessible on the Hugging Face Hub.
LeRobot, developed by Hugging Face, extends the successful paradigms from its Transformers and Diffusers libraries into the robotics domain. LeRobot offers a comprehensive suite of tools for sharing data collection, model training and simulation environments along with designs for low-cost manipulator kits.
NVIDIA's AI technology, simulation and open-source robot learning modular framework such as NVIDIA Isaac Lab can accelerate the LeRobot's data collection, training and verification workflow. Researchers and developers can share their models and datasets built with LeRobot and Isaac Lab, creating a data flywheel for the robotics community.
Scaling Robot Development With Simulation Developing physical AI is challenging. Unlike language models that use extensive internet text data, physics-based robotics relies on physical interaction data along with vision sensors, which is harder to gather at scale. Collecting real-world robot data for dexterous manipulation across a large number of tasks and environments is time-consuming and labor-intensive.
Making this easier, Isaac Lab, built on NVIDIA Isaac Sim, enables robot training by demonstration or trial-and-error in simulation using high-fidelity rendering and physics simulation to create realistic synthetic environments and data. By combining GPU-accelerated physics simulations and parallel environment execution, Isaac Lab provides the ability to generate vast amounts of training data - equivalent to thousands of real-world experiences - from a single demonstration.
Generated motion data is then used to train a policy with imitation learning. After successful training and validation in simulation, the policies are deployed on a real robot, where they are further tested and tuned to achieve optimal performance.
This iterative process leverages real-world data's accuracy and the scalability of simulated synthetic data, ensuring robust and reliable robotic systems.
By sharing these datasets, policies and models on Hugging Face, a robot data flywheel is created that enables developers and researchers to build upon each other's work, accelerating progress in the field.
The robotics community thrives when we build together, said Animesh Garg, assistant professor at Georgia Tech. By embracing open-source frameworks such as Hugging Face's LeRobot and NVIDIA Isaac Lab, we accelerate the pace of research and innovation in AI-powered robotics.
Fostering Collaboration and Community Engagement The planned collaborative workflow involves collecting data through teleoperation and simulation in Isaac Lab, storing it in the standard LeRobotDataset format. Data generated using GR00T-Mimic, will then be used to train a robot policy with imitation learning, which is subsequently evaluated in simulation. Finally, the validated policy is deployed on real-world robots with NVIDIA Jetson for real-time inference.
The initial steps in this collaboration have already been taken, having shown a physical picking setup with LeRobot software running on NVIDIA Jetson Orin Nano, providing a powerful, compact compute platform for deployment.
Combining Hugging Face open-source community with NVIDIA's hardware and Isaac Lab simulation has the potential to accelerate innovation in AI for robotics, said Remi Cadene, principal research scientist at LeRobot.
This work builds on NVIDIA's community contributions in generative AI at the edge, supporting the latest open models and libraries, such as Hugging Face Transformers, optimizing inference for large language models (LLMs), small language models (SLMs) and multimodal vision-language models (VLMs), along with VLM's action-based variants of vision language action models (VLAs), diffusion policies and speech models - all with strong, community-driven support.
Together, Hugging Face and NVIDIA aim to accelerate the work of the global ecosystem of robotics researchers and developers transforming industries ranging from transportation to manufacturing and logistics.
Learn about NVIDIA's robotics research papers at CoRL, including VLM integration for better environmental understanding, temporal navigation and long-horizon planning. Check out workshops at CoRL with NVIDIA researchers.
Most recent headlines
09/11/2025
Dalet today announced a transformative leap forward for media operations: Agentic Artificial Intelligence (AI) that unifies the Dalet ecosystem under one natura...
06/10/2025
France T l visions, France's leading broadcaster, has received the 2025 EBU ...
16/09/2025
NOVI, Mich. ENCO has unveiled Raptor, a cloud-based live streaming captioning encoder that injects the speed, power and reliability of real-time AI capabilities...
16/09/2025
NEW YORK Comcast NBCUniversal and NBCUniversal Local have announced that a total of $2.5 million has been awarded in 2025 to 69 nonprofit organizations servicin...
16/09/2025
AMSTERDAM Martin Euredjian has joined Atomos as director of advanced imaging and will lead innovation for advanced display technology....
16/09/2025
AMSTERDAM Calrec introduced a 48-faced Argo M and showcased its largest Argo software updates at the recently concluded IBC2025....
16/09/2025
AMSTERDAM Lawo introduced its HOME Audio Shuffler app, a replacement for a traditional baseband audio matrix within an IP-based Dynamic Media Facility, during t...
16/09/2025
CBS is reporting that the 77TH Emmy Awards hosted by Nate Bargatze on Sunday Sept. 14 was seen by more than 7.42 million viewers on the CBS Television Network a...
15/09/2025
Steve Zahn, Winona Ryder, Ethan Hawke, and Janeane Garofalo star in Ben Stiller&...
15/09/2025
Global K-Pop sensation aespa is redefining what it means to be rich with the r...
15/09/2025
Every day, millions of people around the world turn to Spotify to enjoy the audi...
15/09/2025
After months of intensive planning and implementation, Brembo SGL Carbon Ceramic...
15/09/2025
A U.S. Marine launches a Javelin shoulder-fired anti-tank missile during a training exercise. (Photo credit: U.S. Marine Corps)...
15/09/2025
AMSTERDAM TV Tech has named its Best of Show Awards winners for IBC2025, which wraps up today. Entrants were judged by a panel of industry experts on the criter...
15/09/2025
Unique sports content orchestration platform builds momentum among SES's cus...
15/09/2025
Paris, France - September 15, 2025 -- Space42 (ADX: SPACE42), the UAE-based AI-p...
15/09/2025
Back to All News
The Great Flood' Teaser Trailer Previews A Gripping Struggle for Survival
Entertainment
15 September 2025
GlobalSouth Korea
Link copi...
15/09/2025
Back to All News
From Hardship to Hope: Typhoon Family' Presents a Tale of...
15/09/2025
Back to All News
Gloom Goes Global as Wednesday's' The Doom Tour Hit...
15/09/2025
-- Opens door to growth in renewable energy New Delhi, India - 15th September -- Global business and industry leaders from around the world are joining technol...
14/09/2025
Partnership to address business and technical challenges of DMF adoption
he Advanced Media Workflow Association (AMWA) and the European Broadcasting Union (EBU...
14/09/2025
WARNER BROS. TELEVISION'S THE PITT (HBO MAX) WINS FIVE EMMY AWARDS, INCLU...
14/09/2025
Back to All News
Mantis' Trailer Previews High-Stakes Rivalries to Be No. ...
13/09/2025
ATLANTA Cox Media Group has announced that the company's vice president of news, Misty Turnbull has been inducted into the National Academy of Television Ar...
13/09/2025
AMSTERDAM Shotoku Broadcast Systems, a major developer of robotic systems, has announced plans to take studio robotics to the next level at IBC2025 by debuting ...
13/09/2025
At IBC2025 in Amsterdam, Riedel Communications unveiled Bolero Mini, the company's lightest and flattest wireless intercom beltpack to date. Designed to del...
13/09/2025
Shotoku Broadcast Systems, the international developer of dependable, userfriendly robotic systems, is taking studio robotics to the next level at IBC 2025 with...
13/09/2025
Bitmovin, a leading provider of video streaming solutions, today released the 9th annual Video Developer Report 2025/26, offering an in-depth look at the evolvi...
13/09/2025
Bitmovin, the leading provider of video streaming solutions, today announced a strategic partnership with StreamShark, the trusted video platform for enterprise...
13/09/2025
Ikegami has chosen IBC 2025 in Amsterdam as the launch venue for a major addition to its range of viewfinders. The new VFE-P711AD is a 7-inch high resolution OL...
13/09/2025
Founder-led Merger to Fast Track R&D, Asset Library Upgrades, Tools and More; No Disruption to Pricing or Support for Users
Today, KitBash3D, a pioneer in 3D a...
13/09/2025
With NDI certification, Atomos integration, Grass Valley collaboration, and a new Monitor app, at this year's IBC, Mavis is showcasing a series of powerful...
13/09/2025
Creamsource, maker of artisan LED lighting for film and television, has unveiled the Vortex24 Soft (V24S), a 1950W native soft light and the largest soft source...
13/09/2025
When international sports streaming service DAZN secured the global rights to the 2025 FIFA Club World Cup football tournament, it set out to deliver an unmatch...
13/09/2025
Riedel Communications today announced the acquisition of hi human interface from Broadcast Solutions, bringing a powerful, vendor-agnostic control system to it...
13/09/2025
Building on its long-term relationship with audio metering specialist RTW, Calrec has integrated the company's brand new TMxCore metering platform across it...
13/09/2025
Calrec is expanding its family of future-ready self-contained Argo M control surfaces at IBC2025, with the addition of a brand new powerful 48-fader console. Co...
13/09/2025
Celtic languages - including Cornish, Irish, Scottish Gaelic and Welsh - are the U.K.'s oldest living languages. To empower their speakers, the UK-LLM sover...
13/09/2025
Harmonic's Software-Based XOS Advanced Media Processor Provides Unparalleled Efficiency and Unlocks New Business Models SAN JOSE, Calif. - Sept. 13, 2025 -...
13/09/2025
Researchers find brain region that fuels compulsive drinking Study by Scripps Research scientists shows how the brain learns to seek alcohol for relief, not jus...
12/09/2025
College Football Kickoff 2025: Fox Sports Ups Look as Canon, Sony Power Shallow ...
12/09/2025
ABC/ESPN Excited For WNBA Postseason Coverage In Revamped FormatThe Finals moves to a best-of-seven series in 2025By Mark J Burns, SVG Contributor
Friday, Sep...
12/09/2025
(L-R) Jade Croot, Rosy McEwen, and Bryn Chainey attend the 2025 Sundance Film Festival premiere of Rabbit Trap at Eccles Theatre on January 24, 2025, in Park ...
12/09/2025
For fans, we know how important it is to stay plugged into music culture and dis...
12/09/2025
Link ping, Sweden and Shipley, United Kingdom, September 12, 2025 - Agama, the expert in video observability and analytics for service quality and customer expe...
12/09/2025
IBC2025 began on Sept. 12, with exhibits and conferences running through Sept. 15 at the RAI Amsterdam Convention Center. Explore the full TV Tech coverage of t...
12/09/2025
The Best Fictional Bands (and the Artists Who Make Them Great) With Spinal Tap II: The End Continues hitting theaters and songs from KPop Demon Hunters ruling...
12/09/2025
Industry veteran Tom Baldassare has joined Advanced Systems Group, LLC (ASG), a technology and services provider for media creatives and content owners, as a Se...
12/09/2025
Maxon, maker of powerful, approachable software solutions for creators working in 2D and 3D design, motion graphics, visual effects, and more, today announced a...
12/09/2025
PlayBox Neo, a leading provider of media playout solutions, has partnered with AI-Media, pioneering developers of AI-powered captioning technology, to integrate...