Denoising photographs using dark frames optimized by quadratic programming (2009)
Gomez Rodriguez, M., Kober, J., Schölkopf, B.
-
Learning Perceptual Coupling for Motor Primitives (2008)
Kober, J., Mohler, B., Peters, J.
Dynamic system-based motor primitives [1] have enabled robots to learn complex tasks ranging from Tennisswings to locomotion. However, to date there have been only few extensions which have...
Policy Learning: A Unified Perspective with Applications in Robotics (2008)
Peters, J., Kober, J., Nguyen-Tuong, D., Girgin, S., Loth, M., Munos, R., ...
Policy Learning approaches are among the best suited methods for high-dimensional, continuous control systems such as anthropomorphic robot arms and humanoid robots. In this paper, we show two...