Publications of O Kroemer

Kroemer, O.; Lampert, C.; Peters, J.: Learning Dynamic Tactile Sensing with Robust Vision-based Training. IEEE Transactions on Robotics 27 (3), pp. 545 - 557 (2011)

Detry, R.; Kraft, D.; Krömer, O.; Peters, J.; Krüger, N.; Piater, J.: Learning grasp affordance densities. Paladyn: Journal of Behavioral Robotics 2 (1), pp. 1 - 17 (2011)

Piater, J.; Jodogne, S.; Detry, R.; Kraft, R.; Krüger, N.; Kroemer, O.; Peters, J.: Learning Visual Representations for Perception-Action Systems. The International Journal of Robotics Research 30 (3), pp. 294 - 307 (2011)

Kroemer, O.; Detry, R.; Piater, J.; Peters, J.: Combining active learning and reactive control for robot grasping. Robotics and Autonomous Systems 58 (9), pp. 1105 - 1116 (2010)

Detry, R.; Başeski, E.; Popović, M.; Touati, Y.; Krüger, N.; Krömer, O.; Peters, J.; Piater, J.: Learning Continuous Grasp Affordances by Sensorimotor Exploration. In: From Motor Learning to Interaction Learning in Robots, pp. 451 - 465 (Eds. Sigaud, O.; Peters, J.). Springer, Berlin, Germany (2010)

Kroemer, O.; Peters, J.: Active Exploration for Robot Parameter Selection in Episodic Reinforcement Learning. In: IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL 2011), pp. 25 - 31. IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL 2011), Paris, France, April 11, 2011 - April 15, 2011. IEEE, Piscataway, NJ, USA (2011)

Krömer, O.; Detry, R.; Piater, J.; Peters, J.: Grasping with Vision Descriptors and Motor Primitives. In: Informatics in Control, Automation and Robotics: Revised and Selected Papers from the International Conference on Informatics in Control, Automation and Robotics 2010, pp. 211 - 223 (Eds. Andrade Cetto, J.; Ferrier, J.-L.; Felipe, J.). 7th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2010), Funchal, Madeira, Portugal, June 15, 2010 - June 18, 2010. Springer, Berlin, Germany (2011)

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, pp. 469 - 482 (Eds. Pradalier, C.; Siegwart, R.; Hirzinger, G.). 14th International Symposium on Robotics Research (ISRR 2009), Luzern, Switzerland, August 31, 2009 - September 03, 2009. Springer, Berlin, Germany (2011)

Piater, J.; Jodogne, S.; Detry, R.; Kraft, D.; Krüger, N.; Krömer, O.; Peters, J.: Learning Visual Representations for Interactive Systems. In: Robotics Research: The 14th International Symposium ISRR, pp. 399 - 416 (Eds. Pradalier, C.; Siegwart, R.; Hirzinger, G.). 14th International Symposium on Robotics Research (ISRR 2009), Luzern, Switzerland, August 31, 2009 - September 03, 2009. Springer, Berlin, Germany (2011)

Erkan, A.; Kroemer, O.; Detry, R.; Altun, Y.; Piater, J.; Peters, J.: Learning Probabilistic Discriminative Models of Grasp Affordances under Limited Supervision. In: 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2010), pp. 1586 - 1591. 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2010), Taipei, Taiwan, October 18, 2010 - October 22, 2010. IEEE, Piscataway, NJ, USA (2010)

Lampert, C.; Kroemer, O.: Weakly-Paired Maximum Covariance Analysis for Multimodal Dimensionality Reduction and Transfer Learning. In: Computer Vision - ECCV 2010, pp. 566 - 579 (Eds. Daniilidis, K.; Maragos, P.; Paragios, N.). 11th European Conference on Computer Vision, Heraklion, Greece, September 05, 2010 - September 11, 2010. Springer, Berlin, Germany (2010)

Kroemer, O.; Detry, R.; Piater, J.; Peters, J.: Adapting Preshaped Grasping Movements Using Vision Descriptors. 11th International Conference on Simulation of Adaptive Behavior (SAB 2010), Paris, France, August 25, 2010 - August 28, 2010. From Animals to Animats 11, pp. 156 - 166 (2010)

Kroemer, O.; Detry, R.; Piater, J.; Peters, J.: Grasping with Vision Descriptors and Motor Primitives. In: 7th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2010), pp. 47 - 54 (Eds. Filipe, J.; Andrade-Cetto, J.; Ferrier, J.-L.). 7th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2010), Funchal, Madeira, Portugal, June 15, 2010 - June 18, 2010. SciTePress, Lisboa, Portugal (2010)

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), pp. 853 - 858. 2010 IEEE International Conference on Robotics and Automation (ICRA 2010), Anchorage, AK, USA, May 03, 2010 - May 07, 2010. IEEE, Piscataway, NJ, USA (2010)

Kroemer, O.; Detry, R.; Piater, J.; Peters, J.: Active learning using mean shift optimization for robot grasping. In: 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2009), pp. 2610 - 2615. 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2009), St. Louis, MO, USA, October 10, 2009 - October 15, 2009. IEEE Service Center, Piscataway, NJ, USA (2009)

Detry, R.; Baseski, E.; Popovic, M.; Touati, Y.; Krüger, N.; Krömer, O.; Peters, J.; Piater, J.: Learning object-specific grasp affordance densities. In: 2009 IEEE 8th International Conference on Development and Learning, pp. 1 - 7. 8th IEEE International Conference on Development and Learning, Shanghai, China, June 05, 2009 - June 07, 2009. IEEE Service Center, Piscataway, NJ, USA (2009)

Kroemer, O.; Detry, R.; Piater, J.; Peters, J.: Generalizing Demonstrated Actions in Manipulation Tasks. In IROS 2010 Workshop on Grasp Planning and Task Learning by Imitation. IROS 2010 Workshop on Grasp Planning and Task Learning by Imitation, Taipei, Taiwan, October 18, 2010. (2010)

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, October 28, 2010 - October 29, 2010. (2010)

Krömer, O.: Learning Dynamic Tactile Sensing with Robust Vision-based Training. University of Tokyo: Sugiyama-Sato Lab, Tokyo, Japan (2011)