no code implementations • 14 Oct 2023 • David Blanco-Mulero, Oriol Barbany, Gokhan Alcan, Adrià Colomé, Carme Torras, Ville Kyrki
The dataset is collected by performing a dynamic as well as a quasi-static cloth manipulation task involving contact with a rigid table.
no code implementations • 23 Mar 2023 • David Blanco-Mulero, Gokhan Alcan, Fares J. Abu-Dakka, Ville Kyrki
To address this challenge, we introduce the Quasi-Dynamic Parameterisable (QDP) method, which optimises parameters such as the motion velocity in addition to the pick and place positions of quasi-static and dynamic manipulation primitives.
no code implementations • 2 Sep 2022 • Chang Rajani, Karol Arndt, David Blanco-Mulero, Kevin Sebastian Luck, Ville Kyrki
To this end we propose a co-imitation methodology for adapting behaviour and morphology by matching state distributions of the demonstrator.
1 code implementation • 3 Nov 2021 • Neea Tuomainen, David Blanco-Mulero, Ville Kyrki
In this paper, we propose to use a graph-based representation to model the interaction dynamics of the material and rigid bodies manipulating it.
1 code implementation • 29 Jun 2021 • David Blanco-Mulero, Markus Heinonen, Ville Kyrki
Graph Gaussian Processes (GGPs) provide a data-efficient solution on graph structured domains.