Field AI is building robot brains that enable robots to autonomously manage a wide range of industrial processes.
Vention creates pretrained skills to ease the development of robotic tasks. And Cobot offers Proxie, an AI-powered cobot designed to handle material movement and adapt to dynamic environments, working seamlessly alongside humans.
These leading robotics startups are all making advances using NVIDIA Isaac Sim on Amazon Web Services.
Harnessing L40S GPUs in the Cloud to Scale Robotics Simulation and Training
Simulation is used to verify, validate, and optimize robot designs as well as the systems and their algorithms before deployment. Simulation can also optimize facility and system designs before construction or remodeling starts for maximum efficiencies, reducing costly manufacturing change orders.
Amazon EC2 G6e instances accelerated by NVIDIA L40S GPUs provide a 2x performance gain over the prior architecture, while allowing the flexibility to scale as scene and simulation complexity grows. The instances are used to train many computer vision models that power AI-driven robots. This means the same instances can be extended for various tasks, from data generation to simulation to model training.
Using NVIDIA OSMO in the Cloud
Using NVIDIA OSMO in the cloud allows teams to orchestrate and scale complex robotics development workflows across distributed computing resources, whether on premises or in the AWS cloud.
Isaac Sim provides access to the latest robotics simulation capabilities and the cloud, fostering collaboration. One of the critical workflows is generating synthetic data for perception model training.
Learning to Be Robots in Simulation
While Isaac Sim enables developers to test and validate robots in physically accurate simulation, Isaac Lab, an open-source robot learning framework built on Isaac Sim, provides a virtual playground for building robot policies that can run on AWS Batch.
Because these simulations are repeatable, developers can easily troubleshoot and reduce the number of cycles required for validation and testing.
Several Robotics Developers are Embracing NVIDIA Isaac on AWS
- Aescape’s robots are able to provide precision-tailored massages by accurately modeling and tuning onboard sensors in Isaac Sim.
- Cobot has used Isaac Sim with its AI-powered cobot, Proxie, to optimize logistics in warehouses, hospitals, manufacturing sites, and more.
- Cohesive Robotics has integrated Isaac Sim into its software framework called Argus OS for developing and deploying robotic workcells used in high-mix manufacturing environments.
- Field AI, a builder of robot foundation models, uses Isaac Sim and Isaac Lab to evaluate the performance of its models in complex, unstructured environments across industries such as construction, manufacturing, oil and gas, mining and more.
- Standard Bots is simulating and validating the performance of its R01 robot used in manufacturing and machining setup.
- Swiss Mile is using Isaac Sim and Isaac Lab for robot learning so that wheeled quadruped robots can perform tasks autonomously with new levels of efficiency in factories and warehouses.
- Vention, which offers a full-stack cloud-based automation platform, is harnessing Isaac Sim for developing and testing new capabilities for robot cells used by small to medium-size manufacturers.
Conclusion
NVIDIA Isaac Sim on AWS is revolutionizing the field of robotics by providing a platform for developing and testing AI-driven robots in physically accurate simulation. With the combination of NVIDIA-accelerated hardware and software, developers can scale their physical AI workflows and achieve breakthroughs in robotics.
FAQs
What is NVIDIA Isaac Sim? NVIDIA Isaac Sim is a reference application built on NVIDIA Omniverse for developers to simulate and test AI-driven robots in physically based virtual environments.
What is NVIDIA OSMO? NVIDIA OSMO is a cloud-native orchestration platform that allows teams to manage their complex robotics development workflows across distributed computing resources, whether on premises or in the AWS cloud.
What are the benefits of using NVIDIA Isaac Sim on AWS? The benefits of using NVIDIA Isaac Sim on AWS include improved performance, scalability, and collaboration. It allows developers to simulate and test AI-driven robots in physically accurate simulation, reducing the need for physical prototyping and testing.
Who are some of the leading robotics startups using NVIDIA Isaac Sim on AWS? Some of the leading robotics startups using NVIDIA Isaac Sim on AWS include Field AI, Vention, Cobot, and Cohesive Robotics, among others.
