23 results
(View BibTeX file of all listed publications)

**Automated Generation of Reactive Programs from Human Demonstration for Orchestration of Robot Behaviors**
*ArXiv*, 2019 (article)

**3-D Object Reconstruction of Symmetric Objects by Fusing Visual and Tactile Sensing**
*The International Journal of Robotics Research*, 33(2):321-341, Sage, October 2013 (article)

**Optimal control of reaching includes kinematic constraints**
*Journal of Neurophysiology*, 2013, clmc (article)

**Dynamical Movement Primitives: Learning Attractor Models for Motor Behaviors**
*Neural Computation*, (25):328-373, 2013, clmc (article)

**Using Torque Redundancy to Optimize Contact Forces in Legged Robots**
In *Redundancy in Robot Manipulators and Multi-Robot Systems*, 57, pages: 35-51, Lecture Notes in Electrical Engineering, Springer Berlin Heidelberg, 2013 (incollection)

**Optimal distribution of contact forces with inverse-dynamics control**
*The International Journal of Robotics Research*, 32(3):280-298, March 2013 (article)

**Synchronized Oriented Mutations Algorithm for Training Neural Controllers**
In *Advances in Neuro-Information Processing: 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II*, pages: 244-251, Springer Berlin Heidelberg, Berlin, Heidelberg, 2009 (inbook)

**Integration of Visual Cues for Robotic Grasping**
In *Computer Vision Systems*, 5815, pages: 245-254, Lecture Notes in Computer Science, Springer Berlin Heidelberg, 2009 (incollection)

**Towards Grasp-Oriented Visual Perception of Humanoid Robots**
*International Journal of Humanoid Robotics*, 06(03):387-434, 2009 (article)

**Computational models for neuromuscular function**
*IEEE Reviews in Biomedical Engineering – (All authors have equally contributed)*, (2):110?135, 2009, clmc (article)

**On-line learning and modulation of periodic movements with nonlinear dynamical systems**
*Autonomous Robots*, 27(1):3-23, 2009, clmc (article)

**Local dimensionality reduction for non-parametric regression**
*Neural Processing Letters*, 2009, clmc (article)

**Incorporating Muscle Activation-Contraction dynamics to an optimal control framework for finger movements**
*Abstracts of Neural Control of Movement Conference (NCM 2009)*, 2009, clmc (article)

**On-line learning and modulation of periodic movements with nonlinear dynamical systems**
*Autonomous Robots*, 27(1):3-23, 2009, clmc (article)

**Approximate nearest neighbor regression in very high dimensions**
In *Nearest-Neighbor Methods in Learning and Vision*, pages: 103-142, (Editors: Shakhnarovich, G.;Darrell, T.;Indyk, P.), Cambridge, MA: MIT Press, 2006, clmc (inbook)

**Computational approaches to motor learning by imitation**
*Philosophical Transaction of the Royal Society of London: Series B, Biological Sciences*, 358(1431):537-547, 2003, clmc (article)

**Is imitation learning the route to humanoid robots?**
*Trends in Cognitive Sciences*, 3(6):233-242, 1999, clmc (article)

**Nonparametric regression for learning nonlinear transformations**
In *Prerational Intelligence in Strategies, High-Level Processes and Collective Behavior*, 2, pages: 595-621, (Editors: Ritter, H.;Cruse, H.;Dean, J.), Kluwer Academic Publishers, 1999, clmc (inbook)

**Segmentation of endpoint trajectories does not imply segmented control**
*Experimental Brain Research*, 124(1):118-136, 1999, clmc (article)

**Constructive incremental learning from only local information**
*Neural Computation*, 10(8):2047-2084, 1998, clmc (article)

**Local adaptive subspace regression**
*Neural Processing Letters*, 7(3):139-149, 1998, clmc (article)

**Batting a ball: Dynamics of a rhythmic skill**
In *Studies in Perception and Action*, pages: 119-122, (Editors: Bardy, B.;Bostma, R.;Guiard, Y.), Erlbaum, Hillsdayle, NJ, 1995, clmc (inbook)

**Memory-based neural networks for robot learning**
*Neurocomputing*, 9, pages: 1-27, 1995, clmc (article)