Efficient Policy Search in Low-dimensional Embedding Spaces by Generalizing Motion Primitives with a Parameterized Skill Memory. Autonomous Robots. 38:331–348.. 2015.
A flat neural network architecture to represent movement primitives with integrated sequencing. :481–486.. 2015.
On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities. Springer Studies in Systems, Decision and Control. 11. 2015.
Impact of Regularization on the Model Space for Time Series Classification. New Challenges in Neural Computation (NC2). :49–56.. 2015.
Independent Joint Learning in Practice: Local Error Estimates to Improve Inverse Dynamics Control. :643–650.. 2015.
Learning Movement Primitives for Force Interaction Tasks. ICRA. :3192–3199.. 2015.
Learning Robot Motions with Stable Dynamical Systems under Diffeomorphic Transformations. Robotics and Autonomous Systems. 70:1–15.. 2015.
Learning the stiffness of a continuous soft manipulator from multiple demonstrations. International Conference on Intelligent Robotics and Applications.. 2015.
Modeling of Movement Control Architectures based on Motion Primitives using Domain-Specific Languages.. 2015.
A Multi-Level Control Architecture for the Bionic Handling Assistant. Advanced Robotics. 29:847–859.. 2015.
Multiple Task Optimization with a Mixture of Controllers for Motion Generation. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). :6416–6421.. 2015.
Open-source benchmarking for learned reaching motion generation in robotics. Paladyn, Journal of Behavioral Robotics. 6:30–41.. 2015.
Path planning and trajectory optimization of delta parallel robot. Department of Mechanical Engineering. PhD Thesis. 2015.
Whole-body motion planning for humanoids based on CoM movement primitives. 2015 IEEE-RAS 15th International Conference on Humanoid Robots (Humanoids).. 2015.
Workspace and Pivot Point for Robot assisted Endoscope Guidance in Functional Endonasal Sinus Surgery (FESS). Int. J. of of Medical Robotics and Computer Assisted Surgery. 11:30–37.. 2015.
An Active Compliant Control Mode for Interaction with a Pneumatic Soft Robot. 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2014). :573–579.. 2014.
Assessment of human-likeness and naturalness of interceptive arm reaching movement accomplished by a humanoid robot. ECVP 2014 Abstracts. 43:107–107.. 2014.
Assistive systems for quality assurance by context-aware user interfaces in health care and production. :159.. 2014.
Beschreibung von Arbeitsräumen bei endonasal endoskopischen Eingriffen mit Hilfe chirurgischer Navigation. 85. Jahresversammlung der Deutschen Gesellschaft für Hals-Nasen-Ohren-Heilkunde, Kopf- und Hals-Chirurgie e.V... 2014.
Bildverarbeitung für die Medizin 2014. Informatik aktuell. :354–359.. 2014.
Combining Visual and Inertial Features for Efficient Grasping and Bin-Picking. Proc. of International Conference on Robotics and Automation. :875–882.. 2014.