Parallel Simulation

Running thousands of simulation instances simultaneously on GPU hardware to generate training data at massive scale. NVIDIA Isaac Gym, MuJoCo MJX, and Brax enable training RL policies on billions of timesteps in hours rather than days. Parallel simulation is the key enabler of large-scale sim-to-real transfer for locomotion and dexterous manipulation.