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Publikationen von K. Mülling

Zeitschriftenartikel (2)

1.
Zeitschriftenartikel
Mülling, K.; Boularias, A.; Mohler, B. J.; Schölkopf, B.; Peters, J.: Learning Strategies in Table Tennis using Inverse Reinforcement Learning. Biological Cybernetics 108 (5), S. 603 - 619 (2014)
2.
Zeitschriftenartikel
Mülling, K.; Kober, J.; Peters, J.: A biomimetic approach to robot table tennis. Adaptive Behavior 19 (5), S. 359 - 376 (2011)

Konferenzbeitrag (13)

3.
Konferenzbeitrag
Peters, J.; Mülling, K.; Kober, J.: Experiments with Motor Primitives to learn Table Tennis. In: Experimental Robotics, S. 347 - 359 (Hg. Khatib, O.; Kumar, V.; Sukhatme, G.). 12th International Symposium on Experimental Robotics (ISER 2010), New Delhi, India. Springer, Berlin, Germany (2014)
4.
Konferenzbeitrag
Mülling, K.; Boularias, A.; Mohler, B.; Schoelkopf, B.; Peters, J.: Inverse Reinforcement Learning for Strategy Extraction. In: ECML PKDD 2013 Workshop on Machine Learning and Data Mining for Sports Analytics (MLSA 2013), S. 1 - 9. ECML PKDD 2013 Workshop on Machine Learning and Data Mining for Sports Analytics (MLSA 2013), Praha, Czech Republic. (2013)
5.
Konferenzbeitrag
Peters, J.; Mülling, K.; Kober, J.; Nguyen-Tuong, D.; Krömer, O.: Robot Skill Learning. In: 20th European Conference on Artificial Intelligence (ECAI 2012), S. 40 - 45 (Hg. De Raedt, L.; Bessiere, C.; Dubois, D.; Doherty, P.; Frasconi, P. et al.). 20th European Conference on Artificial Intelligence (ECAI 2012), Montpellier, France. IOS Press, Amsterdam, Netherlands (2012)
6.
Konferenzbeitrag
Wang, Z.; Lampert, C.; Mülling, K.; Schölkopf, B.; Peters, J.: Learning anticipation policies for robot table tennis. In: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), S. 332 - 337 (Hg. Amato, N.). IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2011), San Francisco, CA, USA. IEEE, Piscataway, NJ, USA (2011)
7.
Konferenzbeitrag
Wang, Z.; Boularias, A.; Mülling, K.; Peters, J.: Balancing Safety and Exploitability in Opponent Modeling. In: Twenty-Fifth AAAI Conference on Artificial Intelligence, S. 1515 - 1520. Twenty-Fifth AAAI Conference on Artificial Intelligence, San Francisco, CA, USA, 07. August 2011 - 11. August 2011. AAAI Press, Menlo Park, CA, USA (2011)
8.
Konferenzbeitrag
Peters, J.; Mülling, K.; Seldin, Y.; Altun, Y.: Reinforcement Learning with Bounded Information Loss. In: AIP Conference Proceedings, Bd. 1305, S. 365 - 372 (Hg. Mohammad-Djafari, A.; Bercher, J.-F.; Bessière, P.). 30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2010), Chamonix, France, 04. Juli 2010 - 09. Juli 2010. American Institute of Physics, Woodbury, NY, USA (2011)
9.
Konferenzbeitrag
Peters, J.; Mülling, K.; Kober, J.; Nguyen-Tuong, D.; Kroemer, O.: Towards Motor Skill Learning for Robotics. In: Robotics Research: The 14th International Symposium ISRR, S. 469 - 482 (Hg. Pradalier, C.; Siegwart, R.; Hirzinger, G.). 14th International Symposium on Robotics Research (ISRR 2009), Luzern, Switzerland, 31. August 2009 - 03. September 2009. Springer, Berlin, Germany (2011)
10.
Konferenzbeitrag
Mülling, K.; Kober, J.; Peters, J.: Learning Table Tennis with a Mixture of Motor Primitives. In: 10th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2010), S. 411 - 416. 10th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2010), Nashville, TN, USA, 06. Dezember 2010 - 08. Dezember 2010. IEEE, Piscataway, NJ, USA (2010)
11.
Konferenzbeitrag
Mülling, K.; Kober, J.; Peters, J.: A biomimetic approach to robot table tennis. In: 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2010), S. 1921 - 1926. 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2010), Taipei, Taiwan, 18. Oktober 2010 - 22. Oktober 2010. IEEE, Piscataway, NJ, USA (2010)
12.
Konferenzbeitrag
Mülling, K.; Kober, J.; Peters, J.: Simulating Human Table Tennis with a Biomimetic Robot Setup. In: From Animals to Animats 11, S. 273 - 282 (Hg. Doncieux, S.; Girard, B.; Guillot, A.; Hallam, J.; Meyer, J.-A. et al.). 11th International Conference on Simulation of Adaptive Behavior (SAB 2010), Paris, France, 25. August 2010 - 28. August 2010. Springer, Berlin, Germany (2010)
13.
Konferenzbeitrag
Peters, J.; Mülling, K.; Altun, Y.: Relative Entropy Policy Search. In: Twenty-Fourth National Conference on Artificial Intelligence (AAAI-10), S. 1607 - 1612 (Hg. Fom, M.; Poole, D.). Twenty-Fourth National Conference on Artificial Intelligence (AAAI-10), Atlanta, GA, USA, 11. Juli 2010 - 15. Juli 2010. AAAI Press, Menlo Park, CA, USA (2010)
14.
Konferenzbeitrag
Kober, J.; Mülling, K.; Krömer, O.; Lampert, C.; Schölkopf, B.; Peters, J.: Movement Templates for Learning of Hitting and Batting. In: 2010 IEEE International Conference on Robotics and Automation (ICRA 2010), S. 853 - 858. 2010 IEEE International Conference on Robotics and Automation (ICRA 2010), Anchorage, AK, USA, 03. Mai 2010 - 07. Mai 2010. IEEE, Piscataway, NJ, USA (2010)
15.
Konferenzbeitrag
Mülling, K.; Peters, J.: A computational model of human table tennis for robot application. In: Autonome Mobile Systeme 2009, S. 57 - 64 (Hg. Dillmann, R.; Beyerer, J.; Stiller, C.; Zöllner, M.; Gindele, T.). Autonome Mobile Systeme 2009: 21. Fachgespräch (AMS 2009), Karlsruhe, Germany, 03. Dezember 2009 - 04. Dezember 2009. Springer, Berlin, Germany (2009)

Meeting Abstract (2)

16.
Meeting Abstract
Peters, J.; Kober, J.; Mülling, K.; Krömer, O.; Nguyen-Tuong, D.; Wang, Z.; Rodriguez Gomez, M.; Grosse-Wentrup, M.: Learning as a key ability for Human-Friendly Robots. In 3rd Workshop for Young Researchers on Human-Friendly Robotics (HFR 2010). 3rd Workshop for Young Researchers on Human-Friendly Robotics (HFR 2010), Tübingen, Germany, 28. Oktober 2010 - 29. Oktober 2010. (2010)
17.
Meeting Abstract
Peters, J.; Mülling, K.; Altun, Y.: Reinforcement Learning by Relative Entropy Policy Search. In 30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2010), S. 69. 30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2010), Chamonix, France, 04. Juli 2010 - 09. Juli 2010. (2010)
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