Search Results for author: Arne Roennau

Found 5 papers, 2 papers with code

Learning Human-Inspired Force Strategies for Robotic Assembly

1 code implementation22 Mar 2023 Stefan Scherzinger, Arne Roennau, Rüdiger Dillmann

The programming of robotic assembly tasks is a key component in manufacturing and automation.

Embodied Synaptic Plasticity with Online Reinforcement learning

1 code implementation3 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.

reinforcement-learning Reinforcement Learning +1

Embodied Neuromorphic Vision with Event-Driven Random Backpropagation

no code implementations9 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.

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