Module 2: The Digital Twin (Gazebo & Unity)
Focus: Physics simulation and environment building.
To safely test and train our Physical AI systems, we utilize high-fidelity digital twins—simulations that accurately reflect real-world physics and environments.
Simulation Environments
- Simulating physics, gravity, and collisions in Gazebo: Using the Gazebo simulator to model rigid body dynamics, essential for accurate bipedal locomotion.
- High-fidelity rendering and human-robot interaction in Unity: Utilizing Unity for advanced visualization, especially for human-robot interaction scenarios.
- Simulating sensors: LiDAR, Depth Cameras, and IMUs: Generating synthetic data streams from virtual sensors, which is crucial for training perception algorithms.
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The digital twin environment is vital for reducing costs and iteration time before deployment to real hardware.