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NVIDIA is advancing robotics development with tools and platforms designed for training robust reinforcement learning policies on platforms like the Unitree G1 and LimX dynamics TRON.
robotics developers can leverage Agile’s built‑in task configurations, Markov Decision process mathematical models for decision-making, training utilities, and deterministic evaluation tools to tune policies. these policies can then be stress-tested in Isaac Lab and transferred to real-world robots more reliably and efficiently.
Hugging Face and NVIDIA are collaborating to integrate NVIDIA Isaac GR00T N models and simulation frameworks into the LeRobot ecosystem. Developers can now access Isaac GR00T N1.6 models and Isaac Lab‑Arena directly within LeRobot, streamlining policy training and evaluation.This integration aims to foster a more open and accessible robotics development habitat.
Furthermore, Hugging Face’s open-source Reachy 2 humanoid is now fully interoperable with NVIDIA Jetson Thor, enabling the direct deployment of advanced vision language action (VLA) models for robust real-world performance. This allows for more complex and responsive robotic interactions.
ROBOTIS, a leading developer of smart servos, industrial actuators, manipulators, open-source humanoid platforms, and educational robotic kits, has built an open-source sim-to-real pipeline using NVIDIA Isaac technologies. The workflow begins with high‑fidelity data generation in Isaac Sim, scales up training sets using GR00T‑Mimic for data augmentation, and then fine-tunes a VLA-based Isaac GR00T N model for deployment to hardware – accelerating the transition from simulation to robust real-world tasks.
Get Plugged In
Learn more about OpenUSD and robotics development by exploring these resources:
- Read this technical blog to learn how to develop generalist humanoid capabilities with NVIDIA Isaac and GR00T N1.6.
- Read this technical blog to learn how to evaluate generalist robot policies in simulation using NVIDIA Isaac Lab – Arena.
- Learn how to post-train Isaac GR00T with this two-part video tutorial.
- Watch NVIDIA founder and CEO Jensen Huang’s CES special presentation. (from January 2024)
- Improve skills for robotics development with the self-paced
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