An approach for imitation learning on Riemannian manifolds

In imitation learning, multivariate Gaussians are widely used to encode robot behaviors. Such approaches do not provide the ability to properly represent end-effector orientation, as the distance metric in the space of orientations is not Euclidean. In this work we present an extension of common imi...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Zeestraten, M, Havoutis, I, Silverio, J, Calinon, S, Caldwell, D
Fformat: Journal article
Cyhoeddwyd: Institute of Electrical and Electronics Engineers 2017