RoboRender: Robot-Oriented Video Generation for Visual Sim-to-Real Transfer
Results demonstrate that generative video rendering mitigates the visual sim-to-real gap for zero-shot policy transfer, and shows that policy performance improves with more generated videos per simulation trajectory, increasing opening-task success by 65 percentage points.