44 citations · 130 across the 16 of their papers we have counts for
4 papers · 2 filters
KDPE: A Kernel Density Estimation Strategy for Diffusion Policy Trajectory Selection
Andrea Rosasco, Federico Ceola, Giulia Pasquale +1
Learning robot policies that capture multimodality in the training data has been a long-standing open challenge for behavior cloning. Recent approaches tackle the problem by modeli…
PCHands: PCA-based Hand Pose Synergy Representation on Manipulators with N-DoF
En Yen Puang, Federico Ceola, Giulia Pasquale +1
We consider the problem of learning a common representation for dexterous manipulation across manipulators of different morphologies. To this end, we propose PCHands, a novel appro…
HannesImitation: Grasping with the Hannes Prosthetic Hand via Imitation Learning
Carlo Alessi, Federico Vasile, Federico Ceola +3
Recent advancements in control of prosthetic hands have focused on increasing autonomy through the use of cameras and other sensory inputs. These systems aim to reduce the cognitiv…
Continuous Wrist Control on the Hannes Prosthesis: a Vision-based Shared Autonomy Framework
Federico Vasile, Elisa Maiettini, Giulia Pasquale +2
Most control techniques for prosthetic grasping focus on dexterous fingers control, but overlook the wrist motion. This forces the user to perform compensatory movements with the e…