161 citations · 250 across the 18 of their papers we have counts for
3 papers · 1 filter
Fine-tuning Myoelectric Control through Reinforcement Learning in a Game Environment
Kilian Freitag, Yiannis Karayiannidis, Jan Zbinden +1
Objective: Enhancing the reliability of myoelectric controllers that decode motor intent is a pressing challenge in the field of bionic prosthetics. State-of-the-art research has m…
Perception, Control and Hardware for In-Hand Slip-Aware Object Manipulation with Parallel Grippers
Gabriel Arslan Waltersson, Yiannis Karayiannidis
Dexterous in-hand manipulation offers significant potential to enhance robotic manipulator capabilities. This paper presents a sensori-motor architecture for in-hand slip-aware con…
Offline Goal-Conditioned Reinforcement Learning for Shape Control of Deformable Linear Objects
Rita Laezza, Mohammadreza Shetab-Bushehri, Gabriel Arslan Waltersson +3
Deformable objects present several challenges to the field of robotic manipulation. One of the tasks that best encapsulates the difficulties arising due to non-rigid behavior is sh…