Biblio
Redundancy Resolution as Action Bias in Policy Search for Robotic Manipulation. Conference on Robot Learning (CoRL).
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2021. Variable Stiffness Actuator Control Based on Linear Model Predictive Control in a Low Stiffness Regime. Int. Symposium on Robotics . :117-122.
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2022. Modelling of Parametrized Processes via Regression in the Model Space of Neural Networks. Neurocomputing. 268(C):55-63.
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2017. Impact of Regularization on the Model Space for Time Series Classification. New Challenges in Neural Computation (NC2). :49–56.
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2015. Parameterized Pattern Generation via Regression in the Model Space of Echo State Networks. Proceedings of the Workshop on New Challenges in Neural Computation.
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2016. Modelling of Parameterized Processes via Regression in the Model Space. Proceedings of 24th European Symposium on Artificial Neural Networks. :53–58.
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2016. Time Series Classification in Reservoir- and Model-Space. Neural Processing Letters. 48(3):789–809.
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2017. Time Series Classification in Reservoir- and Model-Space: A Comparison. Proc. 7th IAPR Workshop on Artificial Neural Networks in Pattern Recognition.
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2016. .
2015. .
2021.
OOP: Object-Oriented-Priority for Motion Saliency Maps. Workshop on Brain Inspired Cognitive Systems. :370–381.
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2010. A Perspective onto the Structure of Motions from the Viewpoint of Dualization. Geometry and Topology in Robotics: Learning, Optimization, Planning, and Control / RSS Workshop.
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2021. Independent Joint Learning in Practice: Local Error Estimates to Improve Inverse Dynamics Control. :643–650.
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2015. Assessment of human-likeness and naturalness of interceptive arm reaching movement accomplished by a humanoid robot. ECVP 2014 Abstracts. 43:107–107.
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2014. Modeling & Control of Multi-Arm and Multi-Leg Robots: Compensating for Object Dynamics during Grasping. Int. Conf. Robotics and Automation.
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2018. .
2018. Continuous Task-Priority Rearrangement during Motion Execution with a Mixture of Torque Controllers. Proc. IEEE Humanoids.
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2016. Multiple Task Optimization with a Mixture of Controllers for Motion Generation. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). :6416–6421.
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2015. Impedance-based Physical Human-Multi-Robot Collaboration. International Journal of Robotics Research.
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2021. Dynamically-consistent Generalized Hierarchical Control. ICRA. :1141-1147.
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2019. A Comparison of Null-space Projection and Mixture of Torque Controllers for Motion Generation. Proc. 9th Int. Workshop on Human-Friendly Robotics.
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2016. Online figure-ground segmentation with adaptive metrics in Generalized LVQ. Neurocomputing. 72:1470–1482.
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2009. Incremental Figure-Ground Segmentation using localized adaptive metrics in LVQ. International Workshop on Self-Organizing Maps (WSOM). :45–53.
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2009. Robust object segmentation by adaptive metrics in Generalized LVQ. Proc. of the European Symposium on Artificial Neural Networks (ESANN). :319–324.
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2008. Figure-ground segmentation using metrics adaptation in levelset methods. European Symposium on Artificial Neural Networks. :417–422.
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2010.