
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
11/12/2025
Dalet, a leading provider of cloud-native, end-to-end media workflow solutions, ...
22/11/2025
The deadline for entries for the 2025 Best in Market Awards has been extended to 23:59 PST on November 28, 2025....
22/11/2025
Clear-Com announced the upcoming launch of its 4-Channel HelixNet beltpack, a next-generation advancement of its widely used 2-channel model. The new beltpack...
22/11/2025
Marshall Electronics is showcasing the latest additions to its CV600 Series of PTZ cameras, the CV625 and CV612, which both feature AI track and follow capabili...
22/11/2025
At this year's European Respiratory Society (ERS) Congress, held at the RAI Amsterdam, LiveConnect delivered an ambitious and technically complex live produ...
22/11/2025
Professional Wireless Systems (PWS), a leader in wireless frequency coordination and RF system design, provided a comprehensive wireless gear package and onsite...
22/11/2025
Telestream, a global leader in media workflow technologies, today announced the release of ARGUS v2.3, which introduces Live Look, a powerful new feature that e...
22/11/2025
Peer Software today announced significant advancements across its enterprise data orchestration and analytics platform with new releases of Peer Global File Ser...
22/11/2025
At InterBEE 2025, Atomos announces a major firmware update that brings integrated camera control to the Ninja TX GO and Ninja TX its new CFexpress-based monit...
22/11/2025
Today, AWS announces the general availability of AWS Elemental MediaConnect Router, a new capability that enables broadcasters and content providers to dynamica...
22/11/2025
Rise, the award-winning advocacy group for gender diversity in the broadcast media technology sector, is delighted to announce the winners for this year's R...
22/11/2025
Lightware, industry leader in signal management, is strengthening its Taurus UCX product family with the introduction of the new HC60 lineup. The new product li...
22/11/2025
CARSON, Calif. IDX has introduced the IDX CUE-J Series battery/charger kits, including the CUE-J98, CUE-J150 and CUE-J198....
22/11/2025
The NBA has released encouraging viewing and social media data that the beginnings of its $76 billion deal with NBC/Peacock, Prime Video and ESPN are paying off...
22/11/2025
WASHINGTON The Federal Communications Commission has set deadlines for comments on its newest proposals for NextGen TV, aka ATSC 3.0, with comments due on Jan. ...
22/11/2025
Seeking Advice for a New Opera, Laura Kaminsky Consulted the Experts: Her Studen...
21/11/2025
Platinum White Paper: Appear Shares Why Media Exchange Is the Missing Link in So...
21/11/2025
NWSL Championship 2025: CBS Sports To Deploy Two-Point FlyCam for Match Coverage...
21/11/2025
NWSL Caps 2025 Season With Awards Show, Skills Challenge ProductionsA team of 70 is on the ground in California to produce both eventsBy Mark J Burns, SVG Contr...
21/11/2025
USL and NEP Ready for Largest USL Championship Final Production EverThe broadcast from Tulsa, OK, will air CBS and TUDN on Saturday at 12 p.m. ETBy Jason Dachma...
21/11/2025
With Two New Teams, PWHL Boosts Production Workforce and Central Review for Seas...
21/11/2025
Jared Lank and his mother in the '90s...
21/11/2025
Fans have been counting down the days until the final theatrical chapter of Wicked is revealed. To celebrate the highly anticipated release of Wicked: For Good ...
21/11/2025
Last week, Spotify turned up the volume in Seoul with the return of Spotify Hous...
21/11/2025
Wiesbaden, November 21, 2025. The SGL Carbon site in Meitingen has reason to celebrate as one of its trainees received a special award. Elias Stemmer was honore...
21/11/2025
MELBOURNE, Fla., Nov. 21, 2025 - L3Harris Technologies (NYSE: LHX) has announced this year's LHX Excellence Awards, the company's most prestigious recog...
21/11/2025
WASHINGTON The Federal Communications Commission by a 3-0 vote opened a notice of proposed rulemaking (NPRM) to advance Congress's mandate to clear a minimu...
21/11/2025
WASHINGTON The Federal Communications Commission by a 3-0 vote adopted a Notice of Proposed Rulemaking (NPRM) to advance Congress's mandate to clear a minim...
21/11/2025
STAMFORD, Conn. Charter's Spectrum has expanded the devices that can offer 4K content on the Spectrum TV app to compatible Apple TV 4K and Roku devices....
21/11/2025
NAPERVILLE, Ill. Media industry employers are continuing their multiyear trend of increasing salaries for all worker segments but lag general industry raises, s...
21/11/2025
WASHINGTON The National Association of Broadcasters said it is accepting nominations for the 2026 NAB Technology Awards, honors that recognize excellence in bro...
21/11/2025
American Amplifier Technologies has released a vector network analysis module....
21/11/2025
The Best Movie Musicals on Every Streaming Platform From Wicked to The Sound of Music, heres where to stream all the classic movie musicals and recent hits on...
21/11/2025
The agreement creates a platform for joint collaboration, technology integration...
21/11/2025
Sky Media's £2m award-winning sustainability initiative crowns its first charity as this year's standout changemakerFriday 21 November 2025
GoodGym nam...
21/11/2025
As COP30 draws to a close, the International Electrotechnical Commission (IEC), ...
20/11/2025
MLB Media-Rights Shakeup: NBC's New Three-Year Deal Covers Sunday Night Bas...
20/11/2025
MLB Media-Rights Shakeup: New Deal Will Bring 30 National Games to ESPN's Li...
20/11/2025
MLB Media-Rights Shakeup: Netflix Lands Opening Night, Home Run Derby, Field of ...
20/11/2025
MLB Media-Rights Shakeup Overview: ESPN, NBCU, Netflix Ink Three-Year DealsESPN gets new 30-game package, MLB.TV; NBC extends Sunday nights; Netflix adds tentpo...
20/11/2025
SVG Students To Watch: Henry Thuss, Indiana UniversityThe Southern California product has his goals set on the front benchBy Brandon Costa, Director of Digital ...
20/11/2025
Done+Dusted's Guy Carrington on Creating the Spectacular League of Legends W...
20/11/2025
FIA Extreme H World Cup Host Broadcaster Aurora Goes Inside the Production of th...
20/11/2025
Platinum White Paper: Amagi Utilizes Cloud Production for Sports Events - Multi-...
20/11/2025
2025 Sports Broadcasting Hall of Fame: Marc Herklotz, Steady Hand Behind the Sce...
20/11/2025
NFL Deep Dive: How 32 Cameras at Each Stadium Drive Virtual Measurement, Boundar...
20/11/2025
Charlie Shackleton attends the 2025 Sundance Film Festival premiere of Zodiac K...
20/11/2025
Your playlists are personal. They're the soundtracks to your road trips, your quiet mornings, and your biggest celebrations; collections of memories and dis...
20/11/2025
Spotify, uzun s redir zerine al t T rk m zik k lt r n n ikon haline gelmi ...
20/11/2025
For the first time, Spotify has teamed up with The Hollywood Reporter to cohost ...