Back to section
Event · barrier

Acting in the physical world

The sim-to-real gap

Friction, wear, lighting and random disturbances make reality harder than any training simulation.

Simulation provides cheap and safe data but necessarily simplifies contact, sensors, latency and rare failures. A successful policy must therefore tolerate variation and adapt from limited real experience rather than merely perform well inside a digital twin.

Sources
NVIDIA · Isaac SimOpen primary source Google DeepMind · RT-2Open primary source