AWS launches open-source Physical AI Toolchain for robotics with NVIDIA
Overview
Amazon Web Services has launched an open-source Physical AI Toolchain meant to help roboticists move from data collection through training, simulation, validation, and deployment of AI models on robots.
The toolchain pairs AWS services, including Amazon SageMaker for training and AWS IoT Greengrass for distributing models to edge devices, with NVIDIA's Physical AI software, namely Isaac Sim, Isaac Lab, Isaac GR00T, and Cosmos. AWS says the toolchain is open source, so startups and larger companies can use and modify it, and that it is hardware-neutral. According to The Robot Report, it does not directly replace RoboMaker, which AWS shut down in 2025.
Written by AI from the articles below · updated Oct 8, 7:47 PM ET
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- The Robot ReportAWS launches open-source Physical AI Toolchain combining its services with NVIDIA's stack
AIAmazon Web Services launched an open-source Physical AI Toolchain that combines AWS services with NVIDIA's Physical AI software to cover data generation, model training, simulation, edge deployment, and continuous improvement for robots. AWS uses Amazon SageMaker for training and AWS IoT Greengrass for distributing models to edge devices, while NVIDIA contributes Isaac Sim, Isaac Lab, Isaac GR00T, and Cosmos. The toolchain is hardware-neutral and does not directly replace RoboMaker, which was shut down in 2025.
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