Demonstration Synthesis from a Single Scan via Gaussian Splatting for Visuomotor Policy Learning

Training a visuomotor policy calls for abundant demonstrations that closely match the target environment, yet collecting them anew remains expensive. Existing demonstration synthesis methods reduce this cost but remain constrained by high manual effort, limited visual fidelity, or heavy reliance on