Biblio
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2008. Recurrent neural associative learning of forward and inverse kinematics for movement generation of the redundant PA-10 robot. Int. Symp. Learning Adaptive Behavior in Robotic Systems, best paper award. 1:35–40.
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2012. Learning Whole Upper Body Control with Dynamic Redundancy Resolution in Coupled Associative Radial Basis Function Networks. IROS. :1487–1492.
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2019. An architecture for AutomationML-based constraint modelling and orchestration of Incremental Manufacturing. 7th CIRP Global Web Conference.
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2020. Efficient Online Interest-Driven Exploration for Developmental Robots. IEEE Trans. Cognitive and Developmental Systems.
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2019. Online Associative Multi-Stage Goal Babbling Toward Versatile Learning of Sensorimotor Skills. Int. Conference Developmental Learning. :327-334.
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2017. Learning Inverse Statics Models Efficiently. arXiv.
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2018. Learning Inverse Statics Models Efficiently with Symmetry-Based Exploration. Frontiers in Neurorobotics.
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2016. Goal Babbling with direction sampling for simultaneous exploration and learning of inverse kinematics of a humanoid robot. Proceedings of the workshop on New Challenges in Neural Computation. 4:56–63.
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In Press. Interest-Driven Exploration with Observational Learning for Developmental Robots. IEEE Transactions on Cognitive and Developmental Systems .
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2018. Multi-Stage Goal Babbling for Learning Inverse Models Simultaneously.. IROS workshop.
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2020. Hierarchical Interest-Driven Goal Babbling for Efficient Bootstrapping of Sensorimotor skills. ICRA .
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2011. Automatic control of ball and beam system using Particle Swarm Optimization. IEEE 12th International Symposium on Computational Intelligence and Informatics.
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2018. Bootstrapping of Parameterized Skills Through Hybrid Optimization in Task and Policy Spaces. Frontiers in Robotics and AI, section Humanoid Robotics. 5
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2018. Skill Memories for Parameterized Dynamic Action Primitives on the Pneumatically Driven Humanoid Robot Child Affetto. ICDL-Epirob 2018.
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2016. Incremental Bootstrapping of Parameterized Motor Skills. Proc. IEEE Humanoids.
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2014. 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.
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1992. Parallele Datenverarbeitung mit dem Transputer. :163–169.
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1990. Parallele Datenverarbeitung mit dem Transputer. Informatik - Fachberichte. :168-188.
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1994. Identification of Robot Dynamics with Differential and Integral Models: A Comparison. Proceedings of IEEE International Conference on Robotics and Automation. :340–345.
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1993. Online Identification of Dynamic Parameters for an Experimental 2-Link Direct Drive Arm. IASTED: International Conference on Robotics and Manufacturing. :9–12.
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1994. Friction Analysis and Modelling for Geared Robots. Proceedings of the Symposium on Robot Control (IFAC). :551–556.
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1992. Efficient and Versatile Flow of Video Data into a Transputer Network. From Theory to Sound Praxis, European Workshop on Parallel Computing. :422–431.
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1993. Parallel and Distributed Computing on Transputers for Advanced Robot Control. Proceedings of the International Workshop: Software Engineering for Parallel Real-Time Systems. :59–62.
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1992. Parallele Datenverarbeitung mit dem Transputer. :57–59.
