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.
North America Stories
07/04/2026
The November 2025 YEP Newsletter highlights a recent YEP Coffee Chat, offering members the chance to connect with industry professionals in an informal setting ...
07/04/2026
The December 2025 YEP Newsletter includes a Spotlight on Emily Vail, showcasing her career journey and work in the industry, alongside Mentorship Reflections by...
07/04/2026
Ground-Based Electro-Optical Deep Space Surveillance (GEODSS) telescope operated...
07/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/04/2026
Catgut Sound Owner and Production Sound Mixer Chris Welcker, CAS, has built a career at the intersection of music and film. A former musician and composer, Welc...
07/04/2026
SDVI Corporation today announced the next generation of its Rally media supply chain management platform, introducing a redesigned orchestration engine that rep...
07/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/04/2026
Frequency, the engine behind many of the world's leading streaming television channels, at NAB 2026 will be launching new Studio services to help content ow...
07/04/2026
Ikegami USA has chosen NAB 2026 in Las Vegas as the launch platform for new additions to its range of broadcast-quality television production equipment. These w...
07/04/2026
April 19, 2026, Las Vegas Kiloview, an innovative provider of AV-over-IP technologies, will showcase its latest broadcast IP solutions at NAB 2026, presenting...
07/04/2026
Bitmovin has announced support for Server-Guided Ad Insertion (SGAI) across its playback products using HLS interstitials, enabling more advanced ad-supported s...
07/04/2026
Synamedia is unveiling AI by Quortex at The NAB show, a just-in-time AI plugin framework that applies intelligence only when needed across video processing, dis...
07/04/2026
Cuez will showcase four additions to its cloud-based newsroom, rundown and automation platform at NAB Show 2026 (April 18 22, Las Vegas, Booth N1867):
Cuez ...
07/04/2026
CueScript to Showcase Innovations at NAB that Add Mobility Options, Ease Editing...
07/04/2026
Barix Extends Transport Options for Multi-Engine IP Encoder
Brie Clayton April 7, 2026
0 Comments
New for NAB, Barix adds SRT and RIST support to Mult...
07/04/2026
Elite Media Technologies Selects Interra Systems' BATON File-Based QC Soluti...
07/04/2026
Tightrope Media Systems to Debut Cablecast LiveBridge for Simultaneous Streaming...
07/04/2026
Cuez Brings Four New Innovations to NAB 2026: From Story-Centric Newsroom to Ope...
07/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/04/2026
Designed for synchronized multi-stream playback, low-latency delivery, and real-time analytics, MATCH introduces a unified viewing experience for sports broadca...
07/04/2026
Berklee Students to Honor George Martin with Performance of Original Scores The orchestra, led by associate professor Xander Rovang, will perform several work...
07/04/2026
Back to All News
Netflix Reveals ONE PIECE Expansion With New Original Titles a...
06/04/2026
Michigan legends bring a new voice to the broadcast as TNT Sports and CBS Sports...
06/04/2026
From high school sports all the way up to the major leagues, building high-quali...
06/04/2026
Quickplay, an AI company for the media and entertainment industry, has been accepted into the Advanced tier of the TwelveLabs Ecosystem Partner Program. Quickpl...
06/04/2026
Grass Valley has announced the Future Playmakers Program, a global initiative to...
06/04/2026
El l der de operaciones impulsa la producci n en estudio mientras encuentra insp...
06/04/2026
The ops leader helps lead the charge in studio for the Spanish-language broadcas...
06/04/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
06/04/2026
The National Hockey League (NHL), in partnership with Verizon and the New Jersey Devils, today announced the opening of the NHL Innovation Lab powered by Verizo...
06/04/2026
Rock League, a new professional curling league, has announced that ESPN+ will stream its inaugural 2026 season for fans in the United States. The first Rock Lea...
06/04/2026
Advanced Systems Group has announced the appointment of Andrea (Andy) Cummis as Vice President of Systems Design and Engineering. In this role, she will lead de...
06/04/2026
Backed by Bolt Ventures, the venture brings Bryson DeChambeau, Grant Horvat, and...
06/04/2026
With this environment we can start that collaboration even earlier because we ca...
06/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
06/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
06/04/2026
Dalet Showcases Dalia Agentic AI and End-to-End Media Workflows at NAB Show 2026
Brie Clayton April 6, 2026
0 Comments
Dalet, a leading technology and...
06/04/2026
OpenDrives Shows Off Sports Expertise in Sports Business Hub located in NAB Show...
06/04/2026
Proton to Demonstrate 3D Application at NAB 2026
Brie Clayton April 6, 2026
0 Comments
Yet further creative potential unleashed through innovation in ...
06/04/2026
Autoscript Highlights Voice-Driven Prompting and PTZ Solutions at NAB 2026
Brie Clayton April 6, 2026
0 Comments
Experience Autoscript Voice, PTZ prom...
06/04/2026
Mediaproxy Highlights Significant Enhancements to its LogServer suite at NAB Sho...
06/04/2026
April 6th, 2026
TRIBECA STUDIOS AND LILLY ANNOUNCE WINNERS OF INAUGURAL VITAL...
06/04/2026
Back to All News
Netflix Expands Kids Entertainment Lineup With Playground App ...
04/04/2026
The University of Arizona's Men's Basketball team has only loss twice th...
04/04/2026
1080p HDR arrives, a new generation of storytelling tools takes center stage, an...
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.
