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Robotics
NICOL: A Neuro-inspired Collaborative Semi-humanoid Robot that Bridges Social Interaction and Reliable Manipulation
Robotic platforms that can efficiently collaborate with humans in physical tasks constitute a major goal in robotics. However, many …
Matthias Kerzel
,
Philipp Allgeuer
,
Erik Strahl
,
Nicolas Frick
,
Jan-Gerrit Habekost
,
Manfred Eppe
,
Stefan Wermter
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DOI
IEEE Xplore
Clarifying the Half Full or Half Empty Question: Multimodal Container Classification
Multimodal integration is a key component of allowing robots to perceive the world. Multimodality comes with multiple challenges that …
Josua Spisak
,
Matthias Kerzel
,
Stefan Wermter
PDF
DOI
ICANN 2023
CycleIK: Neuro-inspired Inverse Kinematics
The paper introduces CycleIK, a neuro-robotic approach that wraps two novel neuro-inspired methods for the inverse kinematics (IK) …
Jan-Gerrit Habekost
,
Erik Strahl
,
Philipp Allgeuer
,
Matthias Kerzel
,
Stefan Wermter
PDF
DOI
ICANN 2023
Robot at the Mirror: Learning to Imitate via Associating Self-Supervised Models
We introduce an approach to building a custom model from ready-made self-supervised models via their associating instead of training …
Andrej Lúčny
,
Kristína Malinovská
,
Igor Farkaš
DOI
ICANN 2023
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