Rico Jonschkowski and Roland Hafner and Jonathan Scholz and Martin Riedmiller. PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations. New Frontiers for Deep Learning in Robotics Workshop at RSS, 2017.

Rico Jonschkowski and Clemens Eppner and Sebastian Höfer and Roberto Martín-Martín and Oliver Brock. Probabilistic Multi-Class Segmentation for the Amazon Picking Challenge. IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 1-7, 2016.

Rico Jonschkowski and Oliver Brock. Learning State Representations with Robotic Priors. Autonomous Robots. Springer US 39(3):407-428, 2015.

Rico Jonschkowski and Oliver Brock. State Representation Learning in Robotics: Using Prior Knowledge about Physical Interaction. Proceedings of Robotics: Science and Systems, 2014.

Jeannette Bohg, Karol Hausman, Bharath Sankaran, Oliver Brock, Danica Kragic, Stefan Schaal, Gaurav S. Sukhatme. Interactive Perception: Leveraging Action in Perception and Perception in Action. IEEE Transactions on Robotics 33(6):1273-1291, 2017.

Filip Jagodzinski and Oliver Brock. Towards a Mechanistic View of Protein Motion. Proceedings of the IEEE Conference on Decision and Control, pp. 4557-4562, 2007.

Filip Jagodzinski and Oliver Brock. Using a Mechanistic Perspective to Simulate Protein Backbone Motion. Poster presentation at Annual Symposium of the Protein Society :510, 2007.

Sebastian Höfer and Antonin Raffin and Rico Jonschkowski and Oliver Brock and Freek Stulp. Unsupervised Learning of State Representations for Multiple Tasks. Workshop on Deep Learning for Action and Interaction at NIPS, 2016.

Sebastian Höfer. Anwendungen der Slow Feature Analysis in der humanoiden Robotik. Diploma Thesis, Humboldt University of Berlin, Germany, 2011. Download Bibtex Eintrag

Sebastian Höfer and Oliver Brock. Learning Compact Relational Models for the Exploration of Articulated Objects. Proceedings of the ICRA Mobile Manipulation Workshop on Interactive Perception (ICRA), 2013.

Sebastian Höfer and Manfred Hild and Matthias Kubisch. Using Slow Feature Analysis to Extract Behavioural Manifolds Related to Humanoid Robot Postures. Tenth International Conference on Epigenetic Robotics, pp. 43-50, 2010.

Sebastian Höfer and Manfred Hild. Using Slow Feature Analysis to Improve the Reactivity of a Humanoid Robot's Sensorimotor Gait Pattern. International Conference on Neural Computation, pp. 212-219, 2010.

Sebastian Höfer and Oliver Brock. Coupled Learning of Action Parameters and Forward Models for Manipulation. IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 3893-3899, 2016.

Sebastian Höfer. On decomposability in robot reinforcement learning. Ph.D.Thesis, Technische Universität Berlin, Berlin, Germany, 2017. Download Bibtex Eintrag

Sebastian Höfer and Michael Spranger and Manfred Hild. Posture Recognition Based on Slow Feature Analysis. Language Grounding in Robots. Springer Verlag, chap. 06, 111-130, 2012.

Sebastian Höfer and Tobias Lang and Oliver Brock. Extracting Kinematic Background Knowledge from Interactions Using Task-Sensitive Relational Learning. Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 4342-4347, 2014.

Avi Herscovici and Oliver Brock. Improved Search for Structure Learning of Large Bayesian Networks. TR-07-38, Computer Science Department, University of Massachusetts Amherst, 2007.

Avi Herscovici and Oliver Brock. Improving High-Dimensional Bayesian Network Structure Learning by Exploiting Search Space Information. Technical Report TR-06-49, Department of Computer Science, University of Massachusetts Amherst, 2006.

Fabian Heinemann and Steffen Puhlmann and Clemens Eppner and Jose Alvarez-Ruiz and Marianne Maertens and Oliver Brock. A Taxonomy of Human Grasping Behavior Suitable for Transfer to Robotic Hands. Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 4286-4291, 2015.

Abhishek Gupta and Clemens Eppner and Sergey Levine and Pieter Abbeel. Learning Dexterous Manipulation for a Soft Robotic Hand from Human Demonstration. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2016.

Keyan Ghazi-Zahedi and Raphael Deimel and Guido Montúfar and Vincent Wall and Oliver Brock. Morphological Computation: The Good, the Bad, and the Ugly. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 464-469, 2017.

Robert Gaschler and Dov Katz and Martin Grund and Peter A. Frensch and Oliver Brock. Intelligent Object Exploration. In: Human Machine Interaction-Getting Closer, Edited by Maurtua Inaki. InTech, chap. 12, 236-260, 2012.

Francesca Negrello, Werner Friedl, Giorgio Grioli, Manolo Garabini, Oliver Brock, Antonio Bicchi, Máximo A. Roa, Manuel G. Catalano. Benchmarking Hand and Grasp Resilience to Dynamic Loads. IEEE Robotics and Automation Letters 5(2):1780-1787, 2020.

Christian Fleischer and Konstantin Kondak and Andreas Wege and Ingo Kossyk. Research on Exoskeletons at the TU Berlin. Advances in Robotics Research 10, pp. 335-346, 2009.

Felix Faber, Maren Bennewitz, Clemens Eppner, Attila Goeroeg, Christoph Gonsior, Dominik Joho, Michael Schreiber and Sven Behnke. The Humanoid Museum Tour Guide Robotinho. Proceedings of the 18th IEEE International Symposium on Robot an Human, 2009.

Can Erdogan and Armin Schröder and Oliver Brock. Coordination of Intrinsic and Extrinsic Degrees of Freedom in Soft Robotic Grasping. Proceedings of the IEEE International Conference on Robotics and Automation, pp. 1-6, 2018.

Clemens Eppner and Oliver Brock. Grasping Unknown Objects by Exploiting Shape Adaptability and Environmental Constraints. Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 01-07, 2013.

Clemens Eppner and Sebastian Höfer and Rico Jonschkowski and Roberto Martín-Martín and Arne Sieverling and Vincent Wall and Oliver Brock. Four aspects of building robotic systems: lessons from the Amazon Picking Challenge 2015. Autonomous Robots. Springer US 42(7):1459–1475, 2018.

Clemens Eppner and Roberto Roberto Martín-Martín and Oliver Brock. Physics-Based Selection of Informative Actions for Interactive Perception. Proceedings of the IEEE International Conference on Robotics and Automation, pp. 7427-7432, 2018.

Clemens Eppner and Sebastian Höfer and Rico Jonschkowski and Roberto Martín-Martín and Arne Sieverling and Vincent Wall and Oliver Brock. Lessons from the Amazon Picking Challenge: Four Aspects of Building Robotic Systems. Proceedings of Robotics: Science and Systems, 2016.

Clemens Eppner and Oliver Brock. Planning Grasp Strategies That Exploit Environmental Constraints. Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 4947 - 4952, 2015.

Clemens Eppner and Oliver Brock. Planning Grasp Strategies That Exploit Environmental Constraints. IROS Workshop "Robot Manipulation: What has been achieved and what remains to be done?" : 2014.

Clemens Eppner and Oliver Brock. Refactoring Grasping. RSS Workshop "Mobile Manipulation: Learning to Manipulate" : 2011.

Clemens Eppner and Georg Bartels and Oliver Brock. A Compliance-Centric View of Grasping. Technical Report , Department of Computer Engineering and Microelectronics, Technical University Berlin, 2012.

Clemens Eppner and Raphael Deimel and Jose Alvarez-Ruiz and Marianne Maertens and Oliver Brock. Exploitation of Environmental Constraints in Human and Robotic Grasping. The International Journal of Robotics Research 34(7):1021-1038, 2015.

Clemens Eppner. Techniques for the Imitiation of Manipulative Actions by Robots. Diploma Thesis, Albert-Ludwigs-Universität Freiburg, Germany, 2008. Download Bibtex Eintrag

Clemens Eppner and Roberto Martín-Martín and Oliver Brock. Physics-Based Selection of Actions That Maximize Motion for Interactive Perception. RSS workshop: Revisiting Contact - Turning a problem into a solution, 2017.

Clemens Eppner and Oliver Brock. Visual Detection of Opportunities to Exploit Contact in Grasping Using Contextual Multi-Armed Bandits. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 273-278, 2017.

Raphael Deimel and Marcel Radke and Oliver Brock. Mass Control of Pneumatic Soft Continuum Actuators with Commodity Components. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 774–779, 2016.

Raphael Deimel and Clemens Eppner and José Álvarez-Ruiz and Marianne Maertens and Oliver Brock. Exploitation of Environmental Constraints in Human and Robotic Grasping. International Symposium on Robotics Research (ISRR), 2013.

Raphael Deimel and Oliver Brock. A Compliant Hand Based on a Novel Pneumatic Actuator. Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 2047–2053, 2013.

Raphael Deimel and Oliver Brock. A Novel Type of Compliant, Underactuated Robotic Hand for Dexterous Grasping. Robotics:Science and Systems (RSS), 2014.

Raphael Deimel. Making Sense. An Integrative View on Understanding Action an Observation. Master Thesis, University of Vienna, Austria, 2011. Download Bibtex Eintrag

Raphael Deimel. Contextual Slow Feature Extraction. Technical Report , Austrian Institute for Artificial Intelligence, 2009.

Raphael Deimel and Oliver Brock. Soft Hands for Reliable Grasping Strategies. Soft Robotics, Soft Hands, Grasping. Springer-Verlag, chap. Soft Hands for Reliable Grasping Strategies, 211–221, 2015.

Raphael Deimel and Patrick Irmisch and Vincent Wall and Oliver Brock. Automated Co-Design of Soft Hand Morphology and Control Strategy for Grasping. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 1213-1218, 2017.

Raphael Deimel and Oliver Brock. A Novel Type of Compliant and Underactuated Robotic Hand for Dexterous Grasping. The International Journal of Robotics Research 35(1-3):161-185, 2016.

Raphael Deimel. Soft robotic hands for compliant grasping. Ph.D.Thesis, Technische Universität Berlin, Berlin, Germany, 2017. Download Bibtex Eintrag

David G. Cooper, Dov Katz, and Hava T. Siegelmann. Emotional Robotics: Tug of War. In the AAAI 2008 Spring Symposium on Emotion, Personality, and Social Behavior, pp. 1-7, 2008.

Nikolaus Correll and Kostas E. Bekris and Dmitry Berenson and Oliver Brock and Albert Causo and Kris Hauser and Kei Okada and Alberto Rodriguez and Joseph M. Romano and Peter R. Wurman. Lessons from the Amazon Picking Challenge. ArXiv e-prints : 2016.