Roto-translated Local Coordinate Frames For Interacting Dynamical Systems
The method introduces canonicalized local coordinate frames for interacting dynamical systems formalized in geometric graphs to induce roto-translation invariance. By transforming states into these local frames, the approach enables natural anisotropic filtering and outperforms existing methods in predicting edge relationships and forecasting trajectories across various complex applications.