Training Humanoid Robots With Isaac GR00T-Dreams Using Synthetic Data from World Foundation Models

Описание: In this livestream, we’ll explore how GR00T-Dreams and Isaac GR00T N1.5 are accelerating humanoid robot development. GR00T-Dreams is a new blueprint that uses NVIDIA Cosmos World Foundation Models to generate synthetic trajectory data from a single image and an instruction prompt. This data enables robots to learn new tasks and generalize across environments without needing large-scale human demonstrations. We’ll also highlight how the GR00T N1.5 robot foundation model was trained using this method and is already being adopted by robotics developers for real-world industrial applications.

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Chapters:
00:00 – Introduction
01:30 – Quick News and Announcements
01:59 – Introducing Special Guest: Jim Phan
04:09 – Data Challenges in Robotics & World Foundation Models
07:01 – Cosmos World Foundation Models & Synthetic Data Generation
09:01 – Pipeline & Blueprint: Gr00t Dreams
14:51 – Technical Deep Dive: Isaac Groot Platform & Foundation Model
21:01 – Groot Mimic vs. Groot Dreams: Data Pipelines in Robotics
30:01 – DreamGen and Action Extraction Methods
36:01 – Capabilities: Novel Behaviors, Multi-Robot & Embodiment Generalization
42:01 – The Isaac Groot N1/N1.5 Model: Architecture and Open-Source Platform
1:04:01 – Live Q&A: Community Questions and Practical Usage
1:28:01 – Closing & Takeaways



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