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Isaac  

# NVIDIA Isaac

Ready to jump-start your AI robot development? NVIDIA Isaac™ is the ideal place to start. This open robotics development platform consists of [simulation](https://www.nvidia.com/en-us/use-cases/robotics-simulation/) and [robot learning](https://www.nvidia.com/en-us/use-cases/robot-learning/) frameworks, NVIDIA® CUDA®-accelerated libraries, AI models, and reference workflows to create autonomous mobile robots (AMRs), robot arms, manipulators, and [humanoids](https://www.nvidia.com/en-us/use-cases/humanoid-robots/).

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## NVIDIA Isaac Libraries and AI Models

NVIDIA robotics full-stack CUDA-acceleration libraries and optimized AI models give you a better, more efficient way to develop, train, simulate, deploy, operate, and optimize robot systems.

![Open Robotics ROS logo](https://developer.download.nvidia.com/images/isaac/logo-ros.jpg)

### NVIDIA Isaac ROS

NVIDIA Isaac ROS is an agent-friendly, open-source software foundation for building robots with ROS 2. It combines accelerated computing, optimized robotics software, AI models, workflows, and deployment tools to help you build, deploy, and scale production-ready robots. 

[Learn More About Isaac ROS](/isaac/ros)

 
### NVIDIA Isaac Manipulator

Isaac Manipulator, built on Isaac ROS, helps you create AI-powered robotic arms that can seamlessly perceive, understand, and interact with their environments.

[Learn More About Isaac Manipulator](/isaac/manipulator)

![NVIDIA Project GR00T for humanoid robot development](https://developer.download.nvidia.com/images/isaac/Isaac-gr00t-for-humanoid-robot-development.jpg)

### NVIDIA Isaac GR00T

NVIDIA Isaac GR00T is a research initiative and development platform created to accelerate humanoid robotics. It works with general-purpose robot foundation models such as Isaac GR00T N and data pipelines that include Isaac GR00T-Mimic and Isaac GR00T-Dreams.

[Learn More About Isaac GR00T](/project-gr00t)

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## Simulation and Robot Learning

Design, simulate, test, and train your AI-based robots and autonomous machines in a physically based virtual environment.

![NVIDIA Isaac Sim application in a physically based virtual environment](https://developer.download.nvidia.com/images/isaac/nvidia-isaac-sim-1920x1080.jpg)

### NVIDIA Isaac Sim

NVIDIA Isaac Sim, built on [NVIDIA Omniverse](https://developer.nvidia.com/omniverse)™, gives you a faster way to develop autonomous machines in a physically based virtual environment.  
  
Together, [NVIDIA Cosmos](https://developer.nvidia.com/cosmos)™ and Isaac Sim let you generate synthetic data from 3D scenes for training perception robots. 

[Learn More About Isaac Sim](https://developer.nvidia.com/isaac/sim)

![NVIDIA Isaac Lab application for robot learning and foundation model training](https://developer.download.nvidia.com/images/isaac/nvidia-isaac-lab-1920x1080.jpg)

### NVIDIA Isaac Lab

This lightweight sample application is built on Isaac Sim and optimized for robot learning and robot foundation model training.

[Learn More About Isaac Lab](https://developer.nvidia.com/isaac/lab)

[Simplify Generalist Robot Policy Evaluation With Isaac Lab-Arena](https://developer.nvidia.com/blog/simplify-generalist-robot-policy-evaluation-in-simulation-with-nvidia-isaac-lab-arena/)

#### Develop, Test, and Optimize Physical AI and Robotic Fleets at Scale in Digital Twin Simulations

The Mega Omniverse Blueprint gives you a reference architecture of NVIDIA-accelerated computing, AI, Isaac, and [Omniverse](https://www.nvidia.com/en-us/omniverse/) technologies to develop and test [digital twins](https://www.nvidia.com/en-us/omniverse/solutions/digital-twins/). You can use it with your own software for building AI-powered robot brains that drive robots, [Metropolis](/metropolis) perception from cameras, equipment, and more for continuous development, testing, and optimization.

[Explore the Omniverse Blueprint](https://build.nvidia.com/nvidia/mega-multi-robot-fleets-for-industrial-automation)

![Operational conveyor belt moving boxes in a warehouse](https://developer.download.nvidia.com/images/isaac/mega-omniverse-blueprint.jpg) 
_Credit: KION Group, Accenture_

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## NVIDIA-Accelerated Systems

NVIDIA’s three computing platforms streamline and accelerate developer workflows: NVIDIA DGX™ systems for building robotics AI models, NVIDIA OVX™ for simulating, testing, and training them, and NVIDIA AGX™ for deploying and running them.

![NVIDIA Jetson platform](https://developer.download.nvidia.com/images/isaac/nvidia-dgx-1920x1080.jpg)

### NVIDIA DGX

The DGX platform combines the best of NVIDIA software and infrastructure—ideal for training multi-modal foundational models for robots.

[Learn More About NVIDIA DGX](https://www.nvidia.com/en-us/data-center/dgx-platform/)

![NVIDIA OVX platform](https://developer.download.nvidia.com/images/isaac/nvidia-ovx-1920x1080.jpg)

### NVIDIA OVX

OVX systems provide industry-leading graphics and compute performance to accelerate the next generation of robotics.

[Learn More About NVIDIA OVX](https://www.nvidia.com/en-us/data-center/products/ovx/)

![NVIDIA AGX systems](https://developer.download.nvidia.com/images/isaac/nvidia-jetson-1920x1080.jpg)

### NVIDIA AGX

AGX systems, including NVIDIA Jetson™, offer exceptional performance and energy efficiency, making them the leading platform for robotics. Trained, tested, and optimized robot AI models are deployed to these systems for real-world operation.

[Learn More About NVIDIA AGX](https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/)

![NVIDIA OSMO cloud-native workflow orchestration platform](https://developer.download.nvidia.com/images/isaac/overview/nvidia-osmo.jpg)

### NVIDIA OSMO

OSMO is a cloud-native workflow orchestration platform that lets you easily scale your workloads across distributed environments—from on-premises to private and public cloud resource clusters.

[Learn More About NVIDIA OSMO](http://developer.nvidia.com/osmo)

![Robotic arm performs an ultrasound scan on a patient lying in a hospital bed, with the ultrasound image displayed on a nearby monitor.](https://developer.download.nvidia.com/images/isaac/healthcare/isaac-for-healthcare-1200x630.jpg)

## Accelerate AI Robotic Development for Healthcare

NVIDIA Isaac for Healthcare is a specialized AI robotic development platform domain that provides developers and researchers with a digital twin and robotic training framework for building, testing, and deploying intelligent healthcare robotic and automation systems.

[Apply for Early Access](/isaac-health-early-access-join%20)

## Developer Resources and Support

 ![Decorative image representing forums](https://developer.download.nvidia.com/images/omniverse/m48-people-group.svg)

### Explore the Community

 ![](https://developer.download.nvidia.com/images/isaac/m48-certification-ribbon-2-256px-blk.png)

### Get Training and Certification  

 ![](https://developer.download.nvidia.com/images/isaac/m48-ai-startup-256px-blk.png)

### Join the Program for Startups

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## Latest Robotics News

[ View All News  
](https://developer.nvidia.com/blog/category/robotics/)


