Diana Gerlid Cuervo Espinosa

Learning from Demonstrations Over Riemannian Manifolds Using Neural ODEs

Learning from demonstratins (LfD) is usually performed over Euclidean spaces, while the robot state, e.g. orientation, naturally evolves over curved spaces. Therefore, to ensure natural, complex motion generation, we investigate learning from demonstrations over Riemannian manifolds that are capable…