23 results
(View BibTeX file of all listed publications)

**Lernende Roboter**
In *Jahrbuch der Max-Planck-Gesellschaft*, Max Planck Society, May 2015, (popular science article in German) (inbook)

am
Schaal, S.
**Autonomous Robots**
In *Jahrbuch der Max-Planck-Gesellschaft*, May 2015 (incollection)

**Active Reward Learning with a Novel Acquisition Function**
*Autonomous Robots*, 39(3):389-405, 2015 (article)

**Learning Movement Primitive Attractor Goals and Sequential Skills from Kinesthetic Demonstrations**
*Robotics and Autonomous Systems*, 74, Part A, pages: 97-107, 2015 (article)

**Bayesian Optimization for Learning Gaits under Uncertainty**
*Annals of Mathematics and Artificial Intelligence*, pages: 1-19, 2015 (article)

**Robot Learning**
In *Springer Handbook of Robotics 2nd Edition*, pages: 1371-1394, Springer Berlin Heidelberg, Berlin, Heidelberg, 2015 (incollection)

**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)

**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)

**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)