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Roberto Martín-Martín and Arne Sieverling and Oliver Brock. Estimating the Relation of Perception and Action During Interaction. International Workshop on Robotics in the 21st century: Challenges and Promises, 2016.

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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.

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Rico Jonschkowski and Oliver Brock. Towards Combining Robotic Algorithms and Machine Learning: End-To-End Learnable Histogram Filters. Workshop on Machine Learning Methods for High-Level Cognitive Capabilities in Robotics at IROS, 2016.

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Steffen Puhlmann and Fabian Heinemann and Oliver Brock and Marianne Maertens. A Compact Representation of Human Single-Object Grasping. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 1954-1959, 2016.

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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.

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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.

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Rico Jonschkowski and Oliver Brock. End-To-End Learnable Histogram Filters. Workshop on Deep Learning for Action and Interaction at NIPS, 2016.

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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.

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Kolja Stahl and Michael Schneider and Oliver Brock. EPSILON-CP: using deep learning to combine information from multiple sources for protein contact prediction. BMC Bioinformatics 18(1):303, 2017.

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Manuel Baum and Matthew Bernstein and Roberto Martín-Martín and Sebastian Höfer and Johannes Kulick and Marc Toussaint and Alex Kacelnik and Oliver Brock. Opening a Lockbox through Physical Exploration. Proceedings of the IEEE International Conference on Humanoid Robots (Humanoids), 2017.

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Manuel Baum and Oliver Brock. Achieving Robustness by Optimizing Failure Behavior. Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 5806-5811, 2017.

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Roberto Martín-Martín and Oliver Brock. Cross-Modal Interpretation of Multi-Modal Sensor Streams in Interactive Perception Based on Coupled Recursion. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 3289-3295, 2017.

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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.

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Roberto Martín-Martín and Oliver Brock. Building Kinematic and Dynamic Models of Articulated Objects with Multi-Modal Interactive Perception. AAAI Symposium on Interactive Multi-Sensory Object Perception for Embodied Agents, 2017.

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Arne Sieverling and Clemens Eppner and Felix Wolff and Oliver Brock. Interleaving Motion in Contact and in Free Space for Planning Under Uncertainty. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 4011-4017, 2017.

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