Publications
Export 43 results:
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. A multi-modal corpus for evaluation of computational models for (grounded) language acquisition process. In: EACL, Workshop on Cognitive Aspects of Computer Language Learning. EACL, Workshop on Cognitive Aspects of Computer Language Learning. ; 2014.
. Neural Learning of Vector Fields for Encoding Stable Dynamical Systems. Neurocomputing. 2014 .
. POET: an evo-devo method to optimize the weights of a large artificial neural networks. In: Proceedings of the Fourteenth International Conference on the Synthesis and Simulation of Living Systems (ALIFE XIV). Proceedings of the Fourteenth International Conference on the Synthesis and Simulation of Living Systems (ALIFE XIV). New York City, USA: Cambridge MA: MIT Press; 2014.
(1.09 MB)
(1.09 MB). Real-time Hebbian Learning from Autoencoder Features for Control Tasks. In: Proceedings of the Fourteenth International Conference on the Synthesis and Simulation of Living Systems (ALIFE XIV). Proceedings of the Fourteenth International Conference on the Synthesis and Simulation of Living Systems (ALIFE XIV). New York City: MIT Cambridge; 2014. Available from: http://eplex.cs.ucf.edu/papers/pugh_alife14.pdf
. Short-term plasticity as cause-effect hypothesis testing in distal reward learning . Biological Cybernetics [Internet]. 2014 . Available from: http://arxiv.org/abs/1402.0710
. Assisted Gravity Compensation to Cope with the Complexity of Kinesthetic Teaching on Redundant Robots. In: International Conference on Robotics and Automation. International Conference on Robotics and Automation. Karlsruhe; 2013. Available from: http://www.cor-lab.de/system/files/main_0.pdf
. Cross-Platform Data Acquisition and Transformation for Whole-Systems Experimentation. In: ERF2013 Working Session on Infrastructure for Robot Analysis and Benchmarking. ERF2013 Working Session on Infrastructure for Robot Analysis and Benchmarking. Lyon; 2013. Available from: https://retf.info/sites/default/files/ERF-bag-tools.pdf
. A Domain-Specific Language and Simulation Architecture for Motor Skill Exploration. In: Workshop on Software Development and Integration in Robotics (SDIR). Workshop on Software Development and Integration in Robotics (SDIR). Karlsruhe; 2013. Available from: http://pub.uni-bielefeld.de/download/2563318/2577823
. A Domain-Specific Language and Simulation Architecture for the Oncilla Robot. ICRA 2013 Workshop on Developments of Simulation Tools for Robotics & Biomechanics [Internet]. 2013 . Available from: http://pub.uni-bielefeld.de/download/2579763/2579764
. Examination of visual information as a mediator of external focus benefits. Journal of Sport and Exercise Psychology [Internet]. 2013 . Available from: http://goo.gl/OD1xk0
. From action representation to action execution: Exploring the links between cognitive and biomechanical levels of motor control. Frontiers in Computational Neuroscience [Internet]. 2013 . Available from: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3776155/pdf/fncom-07-00127.pdf
. The influence of attentional focus on the development of skill representation in a complex action. Psychology of Sport and Exercise [Internet]. 2013 . Available from: https://www.uni-bielefeld.de/(en)/sport/arbeitsbereiche/ab_ii/publications/pub_pdf_archive/Land-Frank-Schack%20(2014)-Attentional-Focus-PSE.pdf
. Kinesthetic teaching of visuomotor coordination for pointing by the humanoid robot iCub. Neurocomputing [Internet]. 2013 . Available from: http://www.researchgate.net/publication/236246884_Kinesthetic_teaching_of_visuomotor_coordination_for_pointing_by_the_humanoid_robot_iCub/file/50463517581934eb64.pdf
. Learning the rules of a game: neural conditioning in human-robot interaction with delayed rewards. In: Proceedings of the Third Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics - Osaka, Japan - August 2013. Proceedings of the Third Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics - Osaka, Japan - August 2013. ; 2013. Available from: http://andrea.soltoggio.net/data/projects/icub-rock-paper-scissors/soltoggioReinhartLemmeICDL2013preprint.pdf (1.77 MB)
(1.77 MB). Learning versatile sensorimotor coordination with goal babbling and neural associative dynamics. In: IEEE Joint International Conference on Development and Learning and Epigenetic Robotics (ICDL). IEEE Joint International Conference on Development and Learning and Epigenetic Robotics (ICDL). ; 2013. Available from: http://www.cor-lab.uni-bielefeld.de/system/files/ReinhartRolf2013-ICDL.pdf
. Lernen und Sicherheit in Interaktion mit Robotern aus Maschinensicht. In: Robotik und Gesetzgebung. Vol. 2. Robotik und Gesetzgebung. Nomos; 2013. pp. 51-71.
. Mental representation and learning: The influence of practice on the development of mental representation structure in complex action. Psychology of Sport & Exercise [Internet]. 2013 . Available from: http://www.sciencedirect.com/science/article/pii/S1469029212001392
. Movement Primitives as a Robotic Tool to Interpret Trajectories in Learning-by-doing. International Journal of Automation and Computing [Internet]. 2013 ;10:375-386. Available from: http://goo.gl/3Eiu7V (747.67 KB)
(747.67 KB). Multi-directional Continuous Association with Input-driven Neural Dynamics. Neurocomputing (Special Issue ESANN 2012). 2013 .
. Neural Learning of Stable Dynamical Systems based on Data-Driven Lyapunov Candidates. In: Int. Conf. Intelligent Robots and Systems (IROS). Int. Conf. Intelligent Robots and Systems (IROS). Tokio: IEEE; 2013. Available from: http://www.cor-lab.de/system/files/LemmeNeumannSteil2013.pdf
. Neurally imprinted stable vector fields. In: ESANN. ESANN. ; 2013. Available from: http://www.cor-lab.de/system/files/LemmeNeumannReinhartSteil2013.pdf
. Rare neural correlations implement robotic conditioning with delayed rewards and disturbances. Frontiers in Neurorobotics [Internet]. 2013 . Available from: http://andrea.soltoggio.net/data/papers/soltoggioLemmeReinhartFrontiers2013.pdf (2.01 MB)
(2.01 MB). Solving the Distal Reward Problem with Rare Correlations. Neural Computation [Internet]. 2013 ;25(4):978. Available from: http://andrea.soltoggio.net/data/papers/soltoggioSteilNeuralComputation2012.pdf (896.67 KB)
(896.67 KB). A User Study on Kinesthetic Teaching of Redundant Robots in Task and Configuration Space. Journal of Human-Robot Interaction [Internet]. 2013 ;2:56-81. Available from: http://www.cor-lab.de/system/files/main_1.pdf
. Whole-body posture planning in a complex prehension task: Prospective and retrospective effects. Acta Psychologica [Internet]. 2013 . Available from: http://www.researchgate.net/publication/255734109_Whole-body_posture_planning_in_anticipation_of_a_manual_prehension_task_Prospective_and_retrospective_effects/file/72e7e52335addc829a.pdf
. Workshop on Benchmarking of State-of-the-Art algorithms in Generating Human-Like Robot Reaching Motions. IEEE Humanoids. 2013 .
. Balancing of neural contributions for multi-modal hidden state association. In: European Symposium on Artificial Neural Networks. European Symposium on Artificial Neural Networks. Brugge: d-facto; 2012.
. Co-articulation of straight lines with an Artificial Neural Network. In: NCM 22nd Annual Meeting. NCM 22nd Annual Meeting. Venice; 2012.
. A Domain-Specific Language for Rich Motor Skill Architectures. In: 3rd International Workshop on Domain-Specific Languages and models for Robotic systems. 3rd International Workshop on Domain-Specific Languages and models for Robotic systems. Tsukuba; 2012.
. From Modulated Hebbian Plasticity to Simple Behavior Learning through Noise and Weight Saturation. Neural Networks Journal [Internet]. 2012 ;34. Available from: http://andrea.soltoggio.net/data/papers/soltoggioStanley2012NNs.pdf (1.01 MB)
(1.01 MB). How rich motor skills empower robots at last: insights and progress of the AMARSi Project. Künstliche Intelligenz [Internet]. 2012 . Available from: http://andrea.soltoggio.net/data/papers/soltoggioSteil2012KI.pdf
. Learning visuo-motor coordination for pointing without depth calculation. European Symposium on Artificial Neural Networks [Internet]. 2012 :91-96. Available from: http://www.dice.ucl.ac.be/Proceedings/esann/esannpdf/es2012-173.pdf
. Learning Whole Upper Body Control with Dynamic Redundancy Resolution in Coupled Associative Radial Basis Function Networks. In: IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems. ; 2012. Available from: http://www.cor-lab.de/system/files/ReinhartSteil-IROS2012.pdf
. Online learning and generalization of parts-based image representations by Non-Negative Sparse Autoencoders. Neural Networks [Internet]. 2012 ;33:194 – 203. Available from: http://www.cor-lab.de/system/files/LemmeReinhartSteil-NeuralNetworks.pdf
. Regularization and stability in reservoir networks with output feedback. Neurocomputing [Internet]. 2012 ;90:96-105. Available from: http://www.sciencedirect.com/science/article/pii/S0925231212001749
. Representation and Generalization of Bi-manual Skills from Kinesthetic Teaching. In: IEEE-RAS International Conference on Humanoid Robots (Humanoids). IEEE-RAS International Conference on Humanoid Robots (Humanoids). ; 2012. Available from: http://www.cor-lab.de/system/files/ReinhartLemmeSteil-Humanoids2012_preprint.pdf
. Software Abstractions for Simulation and Control of a Continuum Robot. In: SIMULATION, MODELING, and PROGRAMMING for AUTONOMOUS ROBOTS. SIMULATION, MODELING, and PROGRAMMING for AUTONOMOUS ROBOTS. ; 2012. Available from: http://pub.uni-bielefeld.de/download/2516629/2551149
. Teaching Nullspace Constraints in Physical Human-Robot Interaction using Reservoir Computing. In: International Conference on Automation and Robotics. International Conference on Automation and Robotics. ; 2012. Available from: http://www.cor-lab.de/system/files/main_2.pdf
. Using movement primitives in interpreting and decomposing complex trajectories in learning-by-doing. In: Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics (ROBIO 2012). Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics (ROBIO 2012). ; 2012. Available from: http://andrea.soltoggio.net/data/papers/soltoggioLemmeSteilROBIO2012Preprint.pdf (1.97 MB)
(1.97 MB). Evolution of Neural Symmetry and its Coupled Alignment to Body Plan Morphology. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 11). Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 11). ; 2011. Available from: http://andrea.soltoggio.net/data/papers/gecco2011_JonesSoltoggioSendhoffYao.pdf
. Neural learning and dynamical selection of redundant solutions for inverse kinematic control. In: IEEE-RAS International Conference on Humanoid Robots (Humanoids). IEEE-RAS International Conference on Humanoid Robots (Humanoids). ; 2011. pp. 564-569. Available from: http://www.cor-lab.de/system/files/ReinhartSteil-Humanoids2011.pdf
. Efficient online learning of a non-negative sparse autoencoder. In: ESANN. Vol. doi:10.1016/j.humov.2010.04.001. ESANN. Bruges: d-facto; 2010. pp. 1-6. Available from: https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2010-73.pdf
. Interactive Learning of Inverse Kinematics with Nullspace Constraints using Recurrent Neural Networks. In: 20. Workshop on Computational Intelligence. 20. Workshop on Computational Intelligence. Dortmund: Fachausschuss Computational Intelligence der VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik; 2010.
