Articles (4): |
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Mülling K , Kober J , Kroemer O and Peters J (2012) Learning to Select and Generalize Striking Movements in Robot Table Tennis
International Journal of Robotics Research . accepted
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Wang Z , Mülling K , Deisenroth M , Ben Amor H , Vogt D , Schölkopf B and Peters J (2012) Probabilistic movement modeling for intention inference in human-robot interaction
International Journal of Robotics Research . accepted
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Mülling K , Kober J and Peters J (2011) A biomimetic approach to robot table tennis
Adaptive Behavior 19(5) 359-376.
 
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Peters J , Mülling K and Altun Y (2011) Reinforcement Learning with Bounded Information Loss
AIP Conference Proceedings 1305(1) 365-372.

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Conference papers (14): |
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Kober J , Mülling K and Peters J (2012) Learning Throwing and Catching Skills
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2012).
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Mülling K , Kober J , Kroemer O and Peters J (2012) Learning to Select and Generalize Striking Movements in Robot Table Tennis
AAAI 2012 Fall Symposium on Robots Learning Interactively from Human Teachers.
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Peters J , Kober J , Mülling K , Nguyen-Tuong D and Kroemer O (2012) Robot Skill Learning
20th European Conference on Artificial Intelligence (ECAI 2012), 1-6.
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Wang Z , Lampert CH , Mülling K , Schölkopf B and Peters J (2011) Learning anticipation policies for robot table tennis
(Ed) NM Amato, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), IEEE, Piscataway, NJ, USA, 332-337.
 
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Wang Z , Boularias A , Mülling K and Peters J (2011) Balancing Safety and Exploitability in Opponent Modeling
(Ed) Burgard, W. , D. Roth, Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2011), AAAI Press, Menlo Park, CA, USA, 1515-1520.

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Peters J , Mülling K , Kober J , Nguyen-Tuong D and Kroemer O (2011) Towards Motor Skill Learning for Robotics
In: Robotics Research, (Ed) Pradalier, C. , R. Siegwart, G. Hirzinger, 14th International Symposium on Robotics Research (ISRR 2009), Springer, Berlin, Germany, 469-482.
 
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Mülling K , Kober J and Peters J (2010) Learning Table Tennis with a Mixture of Motor Primitives
10th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2010), IEEE, Piscataway, NJ, USA, 411-416.

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Mülling K , Kober J and Peters J (2010) A biomimetic approach to robot table tennis
2010 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2010), IEEE, Piscataway, NJ, USA, 1921-1926.

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Peters J , Kober J , Mülling K , Krömer O , Nguyen-Tuong D , Wang Z , Rodriguez Gomez M and Grosse-Wentrup M (2010) Learning as a key ability for Human-Friendly Robots
3rd Workshop for Young Researchers on Human-Friendly Robotics (HFR 2010), 1-2.
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Mülling K , Kober J and Peters J (2010) Simulating Human Table Tennis with a Biomimetic Robot Setup
In: From Animals to Animats 11, (Ed) Doncieux, S. , B. Girard, A. Guillot, J. Hallam, J.-A. Meyer, J.-B. Mouret, 11th International Conference on Simulation of Adaptive Behavior (SAB 2010), Springer, Berlin, Germany, 273-282.
 
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Peters J , Mülling K and Altun Y (2010) Relative Entropy Policy Search
(Ed) Fox, M. , D. Poole, Twenty-Fourth National Conference on Artificial Intelligence (AAAI-10), AAAI Press, Menlo Park, CA, USA, 1607-1612.

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Kober J , Mülling K , Krömer O , Lampert CH , Schölkopf B and Peters J (2010) Movement Templates for Learning of Hitting and Batting
2010 IEEE International Conference on Robotics and Automation (ICRA 2010), IEEE, Piscataway, NJ, USA, 853-858.
 
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Peters J , Mülling K and Kober J (2010) Experiments with Motor Primitives to learn Table Tennis
In: Experimental Robotics, (Ed) Khatib, O. , V. Kumar, G. Sukhatme, 12th International Symposium on Experimental Robotics (ISER 2010), Springer, Berlin, Germany, 1-13.
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Mülling K and Peters J (2009) A computational model of human table tennis for robot application
In: AMS 2009, (Ed) Dillmann, R. , J. Beyerer, C. Stiller, M. Zöllner, T. Gindele, Autonome Mobile Systeme 2009, Springer, Berlin, Germany, 57-64.

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Posters (1): |
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Peters J , Mülling K and Altun Y (2010): Reinforcement Learning by Relative Entropy Policy Search, 30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2010), 30 69.
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Theses (1): |
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Mülling K : Motor Control and Learning in Table Tennis, Eberhard Karls Universität Tübingen, Gerrmany, (2009).
Diplom thesis
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