no code implementations • 30 Jan 2024 • Lea Steffen, Thomas Trapp, Arne Roennau, Rüdiger Dillmann
As intelligent systems become increasingly important in our daily lives, new ways of interaction are needed.
1 code implementation • 22 Mar 2023 • Stefan Scherzinger, Arne Roennau, Rüdiger Dillmann
The programming of robotic assembly tasks is a key component in manufacturing and automation.
no code implementations • 18 Mar 2022 • Lea Steffen, Tobias Weyer, Katharina Glueck, Stefan Ulbrich, Arne Roennau, Rüdiger Dillmann
Motion planning in the configuration space (C-space) induces benefits, such as smooth trajectories.
1 code implementation • 3 Mar 2020 • Jacques Kaiser, Michael Hoff, Andreas Konle, J. Camilo Vasquez Tieck, David Kappel, Daniel Reichard, Anand Subramoney, Robert Legenstein, Arne Roennau, Wolfgang Maass, Rudiger Dillmann
We demonstrate this framework to evaluate Synaptic Plasticity with Online REinforcement learning (SPORE), a reward-learning rule based on synaptic sampling, on two visuomotor tasks: reaching and lane following.
no code implementations • 9 Apr 2019 • Jacques Kaiser, Alexander Friedrich, J. Camilo Vasquez Tieck, Daniel Reichard, Arne Roennau, Emre Neftci, Rüdiger Dillmann
In this setup, visual information is actively sensed by a DVS mounted on a robotic head performing microsaccadic eye movements.