Optimal Potential Shaping on SE(3) via Neural ODEs on Lie Groups

Yannik P. Wotte, Federico Califano, Stefano Stramigioli

This work presents a novel approach for the optimization of dynamic systems on finite-dimensional Lie groups. We rephrase dynamic systems as so-called neural ordinary differential…