Biblio
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2010. Efficient online learning of a non-negative sparse autoencoder. European Symposium Artificial Neural Networks. :1–6.
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2014. Neural Learning of Vector Fields for Encoding Stable Dynamical Systems. Neurocomputing. 141:3–14.
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2012. Online learning and generalization of parts-based image representations by Non-Negative Sparse Autoencoders. Neural Networks. 33:194–203.
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2013. Neurally imprinted stable vector fields. :327–332.
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2018. A Projected Inverse Dynamics Approach for Multi-arm Cartesian Impedance Control. Int. Conf. Robotics and Automation.
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2017. Analytical Inverse Kinematics Solver for Anthropomorphic 7-DOF Redundant Manipulators with Human-Like Configuration Constraints. Journal of Intelligent & Robotic Systems. 86(1):63-79.
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2013. Skills transfer across dissimilar robots by learning context-dependent rewards. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS).
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2017. Imitation learning for a continuum trunk robot. Proceedings of the 25. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning.
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2019. Multi-level control architecture for Bionic Handling Assistant robot augmented by learning from demonstration for apple-picking. Advanced Robotics. :1-17.
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2014. A Skill Transfer Approach for Continuum Robots - Imitation of Octopus Reaching Motion with the STIFF-FLOP Robot. AAAI Symposium on Knowledge, Skill, and Behavior Transfer in Autonomous Robots.
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2002. Multi-Modal Human-Machine Communication for Instructing Robot Grasping Tasks. Proc. Int. Conf. Intelligent Robotis and Systems. :1082–1089.
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In Press. Transparent Integration of Real-time Control, Whole-body Motion Generation and Virtual Reality for Compliant Humanoids. Robotics and Automation Magazin.
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2018. Real-time Control of Whole-body Robot Motion and Trajectory Generation for Psychotherapeutic Juggling in VR. IROS 2018.
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2019. Exploiting Environment Contacts of Serial Manipulators. ICRA, 4991 - 4997.
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2019. Reactive Walking Based on Upper-Body Manipulability: An application to Intention Detection and Reaction. ICRA.
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2010. Human-Robot Interaction for Learning and Adaptation of Object Movements. IEEE Int. Conf. Intelligent Robots and Systems. :4901–4907.
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2012. Interactive Imitation Learning of Object Movement Skills. Autonomous Robots. 32:97–114.
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2009. Task-level Imitation Learning using Variance-based Movement Optimization. IEEE International Conference on Robotics and Automation. :1177–1184.
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2009. Automatic Selection of Task Spaces for Imitation Learning. IEEE International Conference on Intelligent Robots and Systems. :4996–5002.
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2018. Recovering from Assembly Errors by Exploiting Human Demonstrations. 51st CIRP Conference on Manufacturing Systems.
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2016. Exploring tactile surface sensors as a gesture input device for intuitive robot programming. 2016 IEEE 21st International Conference on Emerging Technologies and Factory Automation (ETFA).
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2017. A User Study on Human-Robot-Interactive Recovery for Industrial Assembly Problems. 26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), p. 824-830.
