Sony Pixel Power calrec Sony

Into the Omniverse: OpenUSD Workflows Advance Physical AI for Robotics, Autonomous Vehicles

22/01/2025

Editor's note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners and enterprises can transform their workflows using the latest advances in Universal Scene Description (OpenUSD) and NVIDIA Omniverse.

The next frontier of AI is physical AI. Physical AI models can understand instructions and perceive, interact and perform complex actions in the real world to power autonomous machines like robots and self-driving cars.

Similar to how large language models can process and generate text, physical AI models can understand the world and generate actions. To do this, these models must be trained in simulation environments to comprehend physical dynamics, like gravity, friction or inertia - and understand geometric and spatial relationships, as well as the principles of cause and effect.

Global leaders in software development and professional services are using NVIDIA Omniverse, powered by OpenUSD, to build new products and services that will accelerate the development of AI and controllable simulations to enable the creation of true-to-reality virtual worlds, known as digital twins, that can be used to train physical AI with unprecedented accuracy and detail.

Generate Exponentially More Synthetic Data With Omniverse and NVIDIA Cosmos At CES, NVIDIA announced generative AI models and blueprints that expand Omniverse integration further into physical AI applications such as robotics, autonomous vehicles and vision AI.

Among these announcements was NVIDIA Cosmos, a platform of state-of-the-art generative world foundation models, advanced tokenizers, guardrails and an accelerated video processing pipeline - all designed to accelerate physical AI development.

Developing physical AI models is a costly, resource- and time-intensive process that requires vast amounts of real-world data and testing. Cosmos' world foundation models (WFM), which predict future world states as videos based on multimodal inputs, provide an easy way for developers to generate massive amounts of photoreal, physics-based synthetic data to train and evaluate AI for robotics, autonomous vehicles and machines. Developers can also fine-tune Cosmos WFMs to build downstream world models or improve quality and efficiency for specific physical AI use cases.

When paired with Omniverse, Cosmos creates a powerful synthetic data multiplication engine. Developers can use Omniverse to create 3D scenarios, then feed the outputs into Cosmos to generate controlled videos and variations. This can drastically accelerate the development of physical AI systems such as autonomous vehicles and robots by rapidly generating exponentially more training data covering a variety of environments and interactions.

OpenUSD ensures the data in these scenarios is seamlessly integrated and consistently represented, enhancing the realism and effectiveness of the simulations.

Leading robotics and automotive companies, including 1X, Agile Robots, Agility Robotics, Figure AI, Foretellix, Fourier, Galbot, Hillbot, IntBot, Neura Robotics, Skild AI, Virtual Incision, Waabi and XPENG, along with ridesharing giant Uber, are among the first to adopt Cosmos.

Learn more about how world foundation models will advance physical AI by listening to the NVIDIA AI Podcast episode with Ming-Yu Liu, vice president of research at NVIDIA.

See Cosmos in Action for Physical AI Use Cases Cosmos WFMs are revolutionizing industries by providing a unified framework for developing, training and deploying large-scale AI models across various applications. Enterprises in the automotive, industrial and robotics sectors can harness the power of generative physical AI and simulation to accelerate innovation and operational efficiency.

Humanoid robots: The NVIDIA Isaac GR00T Blueprint for synthetic motion generation helps developers generate massive synthetic motion datasets to train humanoid robots using imitation learning. With GR00T workflows, users can capture human actions and use Cosmos to exponentially increase the size and variety of the dataset, making it more robust for training physical AI systems.

Autonomous vehicles: Autonomous vehicle (AV) simulation powered by Omniverse Sensor RTX application programming interfaces lets AV developers replay driving data, generate new ground-truth data and perform closed-loop testing to accelerate their pipelines. With Cosmos, developers can generate synthetic driving scenarios to amplify training data by orders of magnitude, accelerating physical AI model development for autonomous vehicles. Global ridesharing giant Uber is partnering with NVIDIA to accelerate autonomous mobility. Rich driving datasets from Uber, combined with Cosmos and NVIDIA DGX Cloud, can help AV partners build stronger AI models more efficiently.

Industrial settings: Mega is an Omniverse Blueprint for developing, testing and optimizing physical AI and robot fleets at scale in a USD-based digital twin before deployment in factories and warehouses. The blueprint uses Omniverse Cloud Sensor RTX APIs to simultaneously render multisensor data from any type of intelligent machine, enabling high-fidelity sensor simulation at scale. Cosmos can enhance Mega by generating synthetic edge case scenarios to amplify training data, significantly improving the robustness and efficiency of training robots in simulation. KION Group, a supply chain solutions company, is among the first to adopt Mega to drive warehouse automation in retail, consumer packaged goods, parcel services and more.

Get Plugged Into the World of OpenUSD For more on Cosmos, watch the replay of NVIDIA CEO Jensen Huang's CES keynote, and get started with Cosmos WFMs available now under an open model license on Hugging Face and the NVIDIA NGC catalog. Join the upcoming livestream on Wednesday, February 5 for a deep dive into Cosmos WFMs and physical AI work
LINK: https://blogs.nvidia.com/blog/openusd-advances-physical-ai/...
See more stories from nvidia

Most recent headlines

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

06/09/2026

Dolby and MagentaTV Bring Fans Closer to the FIFA World Cup 2026 in Germany with Dolby Vision and Dolby Atmos

June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...

04/08/2026

Dalet Announces Commercial Availability of Dalia, Bringing Media-Aware Agentic AI to Enterprise Productions

Dalet, a leading technology and service provider for media-rich organizations, t...

04/07/2026

Detective Conan: Fallen Angel of the Highway Opens in Dolby Cinemas Across Japan, Presented in Dolby Atmos and Dolby ...

April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...

13/06/2026

Rhythmic Filters for Devious Machines' Infiltrator

Latest expansion pack includes 252 presets Devious Machines have recently introduced another expansion for their powerful multi-effects plug-in, Infiltrator...

13/06/2026

MetaGrid Pro gains AI Builder

Create custom DAW/plug-in controllers using prompts MetaGrid have recently introduced an all-new AI Builder function to their touchscreen-based control surf...

13/06/2026

Spectrum Reach Taps Anoki AI for Contextual Intelligence

Share Copy link Facebook X Linkedin Bluesky Email...

13/06/2026

Google TV Launches Soccer Hub, New Voice Command Features

Share Copy link Facebook X Linkedin Bluesky Email...

12/06/2026

YES Network and Gotham Sports App to Air Seven Athletes Unlimited Softball League Games

YES Network and The Gotham Sports App will air seven Athletes Unlimited Softball...

12/06/2026

UFL to Feature FAST Innovation Suite at 2026 United Bowl

The United Football League will host its FAST Innovation Suite at the 2026 United Bowl presented by Credit One Bank on Saturday, June 13 at 3:00 p.m. ET at Audi...

12/06/2026

InfoComm 2026: PTZOptics and LayerJot to Demo AI-Driven Camera Control

PTZOptics and LayerJot will present live demonstrations at InfoComm 2026 showing how natural-language AI prompting, robotic camera control, and on-device comput...

12/06/2026

InfoComm 2026: MultiDyne to Debut VF-9100 Fiber Transport Platform and Crescendo Audio Monitor

MultiDyne Video and Fiber Optic Systems will exhibit at InfoComm 2026, featuring...

12/06/2026

Eurovision Services Deploys Ateme Software-Based Frame-Rate Conversion

Ateme has announced that Eurovision Services is using Ateme's software-based frame-rate conversion technology for international live event workflows. The de...

12/06/2026

Bitmovin, Simplestream, and Xperi Partner to Support OTT Services on TiVo OS

Bitmovin and Simplestream have announced a partnership with Xperi to simplify the launch of OTT streaming services on TiVo OS smart TVs and devices. The collabo...

12/06/2026

Net Insight Deploys Nimbra 520 and Nimbra Edge for Multinational Corporate Live Production Workflow

Net Insight has announced that a multinational technology company is deploying a...

12/06/2026

MLB Players Inc., Athletes First Announce Content Partnership

MLB Players Inc., the business arm of the MLB Players Association, has announced a partnership with Athletes First to develop and sell brand partnerships across...

12/06/2026

G&D and VuWall Announce CommandKeyboard-Advanced for Network-Independent Control Room Operations

Guntermann and Drunck (G&D) and VuWall have announced the CommandKeyboard-Advanc...

12/06/2026

Philadelphia Union and Comcast Deploy Smart Technology at Subaru Park and WSFS Bank Sportsplex

Comcast Smart Solutions announces a new smart technology deployment with Major L...

12/06/2026

Elevation Worship Completes First Leg of 2026 Tour Using SSL Live Consoles and New UMD192 Interface

Elevation Worship completed the initial leg of its Elevation Nights 2026 tour ...

12/06/2026

AJA Announces KONA IP25 Integration with Colorfront Transkoder and On-Set Dailies

AJA Video Systems has announced KONA IP25 support for Colorfront Transkoder and ...

12/06/2026

InfoComm 2026: Audinate To Exhibit With New AVIO Install Adapters and Iris Camera Control Platform

Audinate Group Limited (ASX: AD8) will exhibit at InfoComm 2026 (Booth C7321, Ce...

12/06/2026

Pac-12 Appoints Scott Adametz as Chief Technology Officer

Pac-12 Commissioner Teresa Gould has announced the appointment of Scott Adametz as Chief Technology Officer. The Pac-12 describes the hire as the first CTO appo...

12/06/2026

InfoComm 2026: Grass Valley Introduces AMPP Edge Live for Enterprise Production

Grass Valley has announced AMPP Edge Live, a production system combining Grass Valley hardware, NVIDIA Blackwell GPU acceleration, and AMPP OS in a single platf...

12/06/2026

University of Texas's Brandon Rudy on a New Era of Live Sports Production in Austin

At one time a trailblazer with the launch of the Longhorn Network, the Universit...

12/06/2026

Ratings Roundup: NBA Finals Game 3 Hits 28-Year High; Stanley Cup Final Is Best Since 2015 Through Four Games

Ratings Roundup is a rundown of recent rating news and is derived from press rel...

12/06/2026

Chyron Releases PAINT 10.4 with Pro Football Data Integration and AI Player Cutout

Chyron has announced PAINT 10.4, an update to its illustrated replay and sports ...

12/06/2026

ESPN's MLB Productions Heat Up in June as Core Summer Schedule Gets Rolling

SVP, Production, Mark Gross: With the new schedule, with not having every Sunday night, it has given us an opportunity to take a step back and reimagine what o...

12/06/2026

Televisas IBC Team Delivers for Opening Mexico Match

For Televisa Technical Engineering Manager Roberto N nez Ibarra and the small team of 12 technicians and two production personnel at the IBC things are already ...

12/06/2026

GearExpo UK: Home Studio Acoustics Talk

Simple Steps to Better Acoustics - Taming The Small Room Most of us mix in spare rooms and small spaces, where the acoustics fight us at every turn. At Gear...

12/06/2026

Meris introduce the Ottobit X

Latest addition expands vintage-inspired effects palette Meris' Ottobit pedal range draws its inspiration from vintage gaming consoles, and the latest a...

12/06/2026

Sonora Cinematic release Movimento Strings Inflections

Soundbox-based chamber strings series expanded Sonora Cinematic have just announced the launch of the second instalment in their Soundbox-based chamber stri...

12/06/2026

Research: Mixed Picture for FIFA World Cup Broadcast Revenues

Share Copy link Facebook X Linkedin Bluesky Email...

12/06/2026

Viant Launches Enhanced Publisher Solutions for CTV, Programmatic

Share Copy link Facebook X Linkedin Bluesky Email...

12/06/2026

AJA Announces KONA IP25 Integration with Colorfront Software

AJA Announces KONA IP25 Integration with Colorfront Software Brie Clayton June 12, 2026 0 Comments Collaboration enables uncompressed SMPTE ST 2110 I/O ...

12/06/2026

URSA Cine 12K LF Used to Create Visuals for STUTS' K-Arena Concert

URSA Cine 12K LF Used to Create Visuals for STUTS' K-Arena Concert Brie Clayton June 12, 2026 0 Comments Organic visuals projected on a giant scre...

12/06/2026

MTI FILM Acquires Mango New Edit, Expanding its Global Post-Production Services From Set to Screen

MTI FILM Acquires Mango New Edit, Expanding its Global Post-Production Services ...

12/06/2026

AI Point Tracking Speeds Up Complex VFX Tracks in Mocha Pro

AI Point Tracking Speeds Up Complex VFX Tracks in Mocha Pro Jessie Electa Petrov June 12, 2026 0 Comments The 2026.5 release adds automatic point trac...

12/06/2026

Bitmovin Partners with Simplestream and Xperi to Support...

Bitmovin, a provider of video streaming solutions, has partnered with Simplestream, a provider of OTT and broadcast solutions, and technology provider Xperi, to...

12/06/2026

Jigsaw24 Signs Deal to Resell Leostream Remote Desktop Ac...

Leostream Corporation, creator of the world-leading Leostream Remote Desktop Access Platform, today announced Jigsaw24, a leading B2B IT solutions provider wit...

12/06/2026

Study: 2026 Election Cycle to Hit Record $11.6 Billion Ad Spend

Share Copy link Facebook X Linkedin Bluesky Email...

12/06/2026

NAB Elects Leadership at June Board of Directors Meeting

Share Copy link Facebook X Linkedin Bluesky Email...

12/06/2026

FCC Believes World Cup Communication Will Score Highly

Share Copy link Facebook X Linkedin Bluesky Email...

12/06/2026

Broadcasters Back NO FAKES Act

Share Copy link Facebook X Linkedin Bluesky Email...

12/06/2026

Scripps Unveils Coverage Plans For America's 250th Anniversary

Share Copy link Facebook X Linkedin Bluesky Email...

12/06/2026

How Aussie indie games and screen are levelling up with IP

How Aussie indie games and screen are levelling up with IP 11 June 2026 Ari Harrison, Pro Jank Footy Head of Games Joey Egger and Ari Harrison of Umbrella sha...

12/06/2026

NVIDIA Blackwell Leads on First Agentic AI Infrastructure Benchmark

AgentPerf from Artificial Analysis, the industry's first agentic AI benchmark, gives developers, enterprises and infrastructure providers a clear way to com...

12/06/2026

Netflix Unveils First-Look Images from Villaflor, Santiago Mitre's New Film

Back to All News Netflix Unveils First-Look Images from Villaflor, Santiago Mitre's New Film Entertainment 12 June 2026 GlobalArgentina Link copied to ...

12/06/2026

Cross the Boundaries of the Real World into the Spirit Realm in The East Palace', Premiering July 17

Back to All News Cross the Boundaries of the Real World into the Spirit Realm i...

12/06/2026

The Future of Studio Grading. Tokyo. 23 June 2026

With John Daro, DI Colourist at Warner Bros. Water Tower Color Tuesday 23 June, 10am-1pm or 3-6pm Restar Corporation Tokyo Register here John Daro is the ...