Sony Pixel Power calrec Sony

National Robotics Week - Latest Physical AI Research, Breakthroughs and Resources

06/04/2025

This National Robotics Week, NVIDIA highlighted the pioneering technologies that are shaping the future of intelligent machines and driving progress across manufacturing, healthcare, logistics and more.

Advancements in robotics simulation and robot learning are driving this fundamental shift in the industry. Plus, the emergence of world foundation models is accelerating the evolution of AI-enabled robots capable of adapting to dynamic and complex scenarios.

For example, by providing robot foundation models like NVIDIA GR00T N1, frameworks such as NVIDIA Isaac Sim and Isaac Lab for robot simulation and training, and synthetic data generation pipelines to help train robots for diverse tasks, the NVIDIA Isaac and GR00T platforms are empowering researchers and developers to push the boundaries of robotics.

Read on to learn the latest on physical AI, which enables machines to perceive, plan and act with greater autonomy and intelligence in real-world environments.

The Latest on Physical AI and Robotics, as Revealed at NVIDIA GTC Watch on-demand sessions from the NVIDIA GTC global AI conference to catch up on recent breakthroughs in robotics, showcased by leading experts in the field.

In his keynote, NVIDIA founder and CEO Jensen Huang announced NVIDIA Isaac GR00T N1, the world's first open, fully customizable foundation model for generalized humanoid robot reasoning and skills. He also introduced Newton, an open-source, extensible physics engine being developed by NVIDIA, Google DeepMind and Disney Research to advance robot learning and development.

Developers, researchers and enthusiasts can explore the following to learn more:

An Introduction to Building Humanoid Robots: Learn about NVIDIA Isaac GR00T, a platform for developing AI-powered humanoids.

Humanoid Developer Day: Dive into the latest breakthroughs in robotics, foundation models and simulation.

Physical AI and Robotics Playlist: Discover how accelerated computing and generative AI are transforming embodied AI.

Edge Computing Playlist: Learn how to take advantage of the NVIDIA edge computing platform to achieve low-latency and high-performance AI for robotics.

Get Started in Robotics With Free Courses and Open-Source Data Those looking to dive into robotics development can get started with NVIDIA's free Robotics Fundamentals Learning Path. This series of self-paced NVIDIA Deep Learning Institute (DLI) courses covers foundational robotics concepts and essential workflows in simulation and robot learning. Each course provides hands-on training across the NVIDIA Isaac platform, including Isaac ROS, Isaac Sim and Isaac Lab.

DLI training labs at NVIDIA GTC 2025. This year at GTC, NVIDIA hosted in-person training labs for robotics developers, which are now available online. They include:

Develop, Simulate and Deploy Robot Intelligence With Scaled Foundations

Generating High-Quality Motion Data for Robotics With MobilityGen

Software-in-the-Loop Testing for Robots With OpenUSD, Isaac Sim and ROS

These courses will be available soon:

An Introduction to NVIDIA Cosmos for Physical AI

Imitation Learning Techniques Using NVIDIA Isaac Lab and Apple Vision Pro

Accelerating ROS 2 With NVIDIA GPU-Powered Libraries and AI Models

NVIDIA also released a free, open-source physical AI dataset comprising commercial-grade, pre-validated data to help researchers and developers kickstart their projects. The initial dataset offers 15 terabytes of data representing more than 320,000 trajectories for robotics training and 1,000 Universal Scene Description (OpenUSD) assets, including those that are SimReady.

Access the NVIDIA Physical AI Dataset on Hugging Face.

Scaled Foundations Streamlines the Transition From Simulation to Real-World Application Robots have the potential to automate and scale difficult and repetitive tasks. However, programming robots to perform these tasks safely has traditionally been challenging, costly and specialized. Scaled Foundations, a member of the NVIDIA Inception program for cutting-edge startups, is lowering the barrier to entry with its GRID platform.

By integrating NVIDIA Isaac Sim into GRID, Scaled Foundations provides users with an opportunity to fast-track the development and deployment of advanced robotic AI solutions across new robot types. Developers and students can access state-of-the-art tools to develop, simulate and deploy robot AI systems - entirely inside a browser.

Access, build and manage seamless robot intelligence right from your browser.

Learn more about how to deploy solutions using Scaled Foundations' GRID platform by watching the NVIDIA GTC session, Introduction to Robot Simulation: Learn How to Develop, Simulate and Deploy Scalable Robot Intelligence.

Spotlight on Wheeled Lab: Advancing Simulation-to-Reality Robotics With NVIDIA Isaac Lab Wheeled Lab, a research project from the University of Washington, is bringing simulation-to-reality robotics to low-cost, open-source platforms.

Wheeled Lab, integrated with NVIDIA Isaac Lab - a unified framework for robot learning - enables reinforcement learning models to train wheeled robots for complex tasks like controlled drifting, obstacle avoidance, elevation traversal and visual navigation. This pipeline uses domain randomization, sensor simulation and end-to-end learning to bridge the gap between simulated training and real-world deployment, all while ensuring zero-shot simulation-to-reality transfer.

Left: Drift policy. Right: Training in Isaac Lab simulation.

The entire stack - spanning simulation, training and deployment - is fully open source, giving developers the freedom to iterate, modify policies and experiment with reinforcement learning techniques in a reproducible environment.

Left: Drift policy. Right: Training in Isaac Lab simulation.

Get started with the code on GitHub.

Teaching Robots to
LINK: https://blogs.nvidia.com/blog/national-robotics-week-2025/...
See more stories from nvidia

More from Nvidia

22/05/2025

Sale Into Summer With 40% Off GeForce NOW Six-Month Performance Memberships

GeForce NOW is turning up the heat this summer with a hot new deal. For a limited time, save 40% on six-month Performance memberships and enjoy premium GeForce ...

21/05/2025

NVIDIA and SAP Bring AI Agents to the Physical World

As robots increasingly make their way to the largest enterprises' manufacturing plants and warehouses, the need for access to critical business and operatio...

20/05/2025

Siemens Makes Factory Floors Smarter With Industrial AI

Industrial AI is transforming how factories operate, innovate and scale. The convergence of AI, simulation and digital twins is poised to unlock new levels of ...

19/05/2025

NVIDIA and Microsoft Accelerate Agentic AI Innovation, From Cloud to PC

Agentic AI is redefining scientific discovery and unlocking research breakthroughs and innovations across industries. Through deepened collaboration, NVIDIA and...

19/05/2025

NVIDIA Research Breakthroughs Put Advanced Robots in Motion

Across robot training and development, NVIDIA Research is uncovering breakthroughs in areas such as multimodal generative AI and synthetic data generation. The...

19/05/2025

NVIDIA and Microsoft Advance Development on RTX AI PCs

Generative AI is transforming PC software into breakthrough experiences - from digital humans to writing assistants, intelligent agents and creative tools. NVI...

18/05/2025

NVIDIA CEO Envisions AI Infrastructure Industry Worth Trillions of Dollars'

Electricity. The Internet. Now it's time for another major technology, AI, to sweep the globe. NVIDIA founder and CEO Jensen Huang took the stage at a pack...

18/05/2025

NVIDIA Expands Omniverse Blueprint for AI Factory Digital Twins With New Ecosystem Integrations, Development Tools

Empowering engineering teams with more tools for building AI factories, NVIDIA t...

18/05/2025

AI Blueprint for Video Search and Summarization Now Available to Deploy Video Analytics AI Agents Across Industries

The age of video analytics AI agents is here. Video is one of the defining feat...

18/05/2025

Semiconductor Industry Accelerates Design Manufacturing With NVIDIA Blackwell and CUDA-X

TSMC, Cadence, KLA, Siemens and Synopsys are advancing semiconductor manufacturi...

18/05/2025

NVIDIA Grace CPU C1 Gains Broad Support in Edge, Telco and Storage

NVIDIA is highlighting significant momentum for its new Grace CPU C1 this week at the COMPUTEX trade show in Taipei, with a strong showing of support from key o...

18/05/2025

NVIDIA-Powered Supercomputer to Enable Quantum Leap for Taiwan Research

Researchers across Taiwan are tackling complex challenges in AI development, climate science and quantum computing. Their work will soon be boosted by a new sup...

18/05/2025

That's One Smart Hospital! Taiwan Medical Centers Deploy Life-Saving Innovations With NVIDIA System-Builder Partners

Leading healthcare organizations across the globe are using agentic AI, robotics...

18/05/2025

NVIDIA Grows Quantum Computing Ecosystem With Taiwan Manufacturers and Supercomputing

Quantum computing promises to shorten the path to solving some of the world'...

15/05/2025

Into the Omniverse: Computational Fluid Dynamics Simulation Finds Smoothest Flow With AI-Driven Digital Twins

Editor's note: This post is part of Into the Omniverse, a series focused on ...

15/05/2025

Exploring the Revenue-Generating Potential of AI Factories

AI is creating value for everyone - from researchers in drug discovery to quantitative analysts navigating financial market changes. The faster an AI system ca...

15/05/2025

Time to Slay: DOOM: The Dark Ages' Looms on GeForce NOW

Steel clashes and war drums thunder as a new age of battle dawns - one that will test even the mightiest Slayer. This GFN Thursday, DOOM: The Dark Ages - the b...

14/05/2025

Visa Makes Payments Personalized and Secure With AI

Think tap to pay - but smarter and safer. Visa is tapping into AI to enhance services for its global network of customers, focused on fraud prevention, personal...

14/05/2025

Press Play on Don Diablo's Music Video - Created With NVIDIA RTX-Powered Generative AI

Electronic music icon Don Diablo is known for pushing the boundaries of music, v...

13/05/2025

NVIDIA Partners Showcase Cutting-Edge Robotic and Industrial AI Solutions at Automate 2025

As the manufacturing industry faces challenges - such as labor shortages, reshor...

13/05/2025

How Reasoning AI Agents Transform High-Stakes Decision Making

Editor's note: This post is part of the AI On blog series, which explores the latest techniques and real-world applications of agentic AI, chatbots and copi...

12/05/2025

NVIDIA Scores COMPUTEX Best Choice Awards

NVIDIA today received multiple accolades at COMPUTEX's Best Choice Awards, in recognition of innovation across the company. The NVIDIA GeForce RTX 5090 GPU...

08/05/2025

Wildfire Prevention: AI Startups Support Prescribed Burns, Early Alerts

Artificial intelligence is helping identify and treat diseases faster with better results for humankind. Natural disasters like wildfires are next. Fires in th...

08/05/2025

Join the Family: GeForce NOW Welcomes 2K's Acclaimed Mafia' Franchise to the Cloud

Calling all wiseguys - 2K's acclaimed Mafia franchise is available to stream...

08/05/2025

LM Studio Accelerates LLM Performance With NVIDIA GeForce RTX GPUs and CUDA 12.8

As AI use cases continue to expand - from document summarization to custom software agents - developers and enthusiasts are seeking faster, more flexible ways t...

07/05/2025

Cadence Taps NVIDIA Blackwell to Accelerate AI-Driven Engineering Design and Scientific Simulation

A new supercomputer offered by Cadence, a leading provider of technology for ele...

07/05/2025

NVIDIA's Rama Akkiraju on How AI Platform Architects Help Bridge Business Vision and Technical Execution

Enterprises across industries are exploring AI to rethink problem-solving and re...

02/05/2025

NVIDIA Experts Share Top 5 Tips for Standing Out in the AI Job Market

With graduation season approaching, a new cohort of students is embarking on next steps, aiming to use their passions and skills to make a real, tangible impact...

01/05/2025

May the Cloud Be With You: GeForce NOW Unveils 21 New Games This Month

May brings more than just rainbows and sunshine - it's also time for fresh adventures and epic battles. This GFN Thursday spotlights 20 can't-miss games...

01/05/2025

Wandercraft Begins Clinical Trials for Physical AI-Powered Personal Exoskeleton

For Nicolas Simon, advancing the field of robotics is a personal mission that could change his siblings' lives. Two-thirds of Simon's family members us...

30/04/2025

From Kitchen to Drive-Thru: How Yum! Brands Is Accelerating Restaurant Innovation With AI

The quick-service restaurant (QSR) industry is being reinvented by AI. For exam...

30/04/2025

Control the Composition of AI-Generated Images With the NVIDIA AI Blueprint for 3D-Guided Generative AI

AI-powered image generation has progressed at a remarkable pace - from early exa...

28/04/2025

NVIDIA Brings Cybersecurity to Every AI Factory

As enterprises increasingly adopt AI, securing AI factories - where complex, agentic workflows are executed - has never been more critical. NVIDIA is bringing ...

28/04/2025

How Agentic AI Enables the Next Leap in Cybersecurity

Agentic AI is redefining the cybersecurity landscape - introducing new opportunities that demand rethinking how to secure AI while offering the keys to addressi...

28/04/2025

Oracle Cloud Infrastructure Deploys Thousands of NVIDIA Blackwell GPUs for Agentic AI and Reasoning Models

Oracle has stood up and optimized its first wave of liquid-cooled NVIDIA GB200 N...

24/04/2025

NVIDIA Research at ICLR - Pioneering the Next Wave of Multimodal Generative AI

Advancing AI requires a full-stack approach, with a powerful foundation of computing infrastructure - including accelerated processors and networking technologi...

24/04/2025

All Roads Lead Back to Oblivion: Bethesda's The Elder Scrolls IV: Oblivion Remastered' Arrives on GeForce NOW

Get the controllers ready and clear the calendar - it's a jam-packed GFN Thu...

23/04/2025

How the Economics of Inference Can Maximize AI Value

As AI models evolve and adoption grows, enterprises must perform a delicate balancing act to achieve maximum value. That's because inference - the process ...

23/04/2025

Capital One Banks on AI for Financial Services

Financial services has long been at the forefront of adopting technological innovations. Today, generative AI and agentic systems are redefining the industry, f...

23/04/2025

Project G-Assist Plug-In Builder Lets Anyone Customize AI on GeForce RTX AI PCs

AI is rapidly reshaping what's possible on a PC - whether for real-time image generation or voice-controlled workflows. As AI capabilities grow, so does the...

23/04/2025

Enterprises Onboard AI Teammates Faster With NVIDIA NeMo Tools to Scale Employee Productivity

An AI agent is only as accurate, relevant and timely as the data that powers it....

22/04/2025

Keeping AI on the Planet: NVIDIA Technologies Make Every Day About Earth Day

Whether at sea, land or in the sky - even outer space - NVIDIA technology is helping research scientists and developers alike explore and understand oceans, wil...

22/04/2025

Chill Factor: NVIDIA Blackwell Platform Boosts Water Efficiency by Over 300x

Traditionally, data centers have relied on air cooling - where mechanical chillers circulate chilled air to absorb heat from servers, helping them maintain opti...

22/04/2025

Making Brain Waves: AI Startup Speeds Disease Research With Lab in the Loop

About 15% of the world's population - over a billion people - are affected by neurological disorders, from commonly known diseases like Alzheimer's and ...

17/04/2025

AI Bites Back: Researchers Develop Model to Detect Malaria Amid Venezuelan Gold Rush

Gold prospecting in Venezuela has led to a malaria resurgence, but researchers h...

17/04/2025

Spring Into Action With 11 New Games on GeForce NOW

As the days grow longer and the flowers bloom, GFN Thursday brings a fresh lineup of games to brighten the week. Dive into thrilling hunts and dark fantasy adv...

16/04/2025

Isomorphic Labs Rethinks Drug Discovery With AI

Isomorphic Labs is reimagining the drug discovery process with an AI-first approach. At the heart of this work is a new way of thinking about biology. Max Jade...

16/04/2025

Into the Omniverse: How Digital Twins Are Scaling Industrial AI

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 ...

15/04/2025

Math Test? No Problems: NVIDIA Team Scores Kaggle Win With Reasoning Model

The final days of the AI Mathematical Olympiad's latest competition were a transcontinental relay for team NVIDIA. Every evening, two team members on oppos...

15/04/2025

Everywhere, All at Once: NVIDIA Drives the Next Phase of AI Growth

Every company and country wants to grow and create economic opportunity - but they need virtually limitless intelligence to do so. Working with its ecosystem pa...