Publications

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Displaying results 31 to 37 of 37.

Hendrik Blockeel; Karsten M. Borgwardt; Luc De Raedt; Pedro M. Domingos; Kristian Kersting; Xifeng Yan

Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning

In: Machine Learning, Vol. 83, No. 2, Pages 133-135, Springer, 2011.
Christian Thurau; Kristian Kersting; Mirwaes Wahabzada; Christian Bauckhage

Convex non-negative matrix factorization for massive datasets

In: Knowledge and Information Systems (KAIS), Vol. 29, No. 2, Pages 457-478, Springer, 2011.
Hirotaka Hachiya; Jan Peters; Masashi Sugiyama

Reward-Weighted Regression with Sample Reuse for Direct Policy Search in Reinforcement Learning

In: Neural Computation, Vol. 23, No. 11, Pages 2798-2832, MIT Press, 2011.
Jens Kober; Jan Peters

Policy search for motor primitives in robotics

In: Machine Learning, Vol. 84, No. 1-2, Pages 171-203, Springer, 2011.
Justus H. Piater; Sébastien Jodogne; Renaud Detry; Dirk Kraft; Norbert Krüger; Oliver Kroemer; Jan Peters

Learning visual representations for perception-action systems

In: International Journal of Robotics Research (IJRR), Vol. 30, No. 3, Pages 294-307, Sage Publications, 2011.
Duy Nguyen-Tuong; Jan Peters

Model learning for robot control: a survey

In: Cognitive Processing, Vol. 12, No. 4, Pages 319-340, Springer, 2011.
Katharina Mülling; Jens Kober; Jan Peters

A biomimetic approach to robot table tennis

In: Adaptive Behavior, Vol. 19, No. 5, Pages 359-376, Sage Publications, 2011.