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Publications

Publications

Minimizing Data Consumption with Sequential Online Feature Selection
Journal of Machine Learning and Cybernetics, 2012.
Authors: T. Rückstieß, C. Osendorfer, P. van der Smagt
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Sequential Feature Selection for Classification
Proceedings of the Australasian Conference on Artificial Intelligence, AI 2011.
Authors: T. Rückstieß, C. Osendorfer, P. van der Smagt
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Python Experiment Suite Implementation
The Python Papers Source Codes 2:4, 2011.
Authors: T. Rückstieß, J. Schmidhuber
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A Python Experiment Suite
The Python Papers Journal 6(1):2, 2011.
Authors: T. Rückstieß, J. Schmidhuber
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Exploring Parameter Space in Reinforcement Learning
Paladyn Journal of Behavioral Robotics, 1(1):14-24, 2010.
Authors: T. Rückstieß, F. Sehnke, T. Schaul, D. Wierstra, S. Yi, J. Schmidhuber
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Parameter-Exploring Policy Gradients
Journal of Neural Networks, 23(4):551–559, 2010.
Authors: F. Sehnke, C. Osendorfer, T. Rückstieß, A. Graves, J. Peters, J. Schmidhuber
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PyBrain
Journal of Machine Learning Research.
Authors: Tom Schaul, Justin Bayer, Daan Wierstra, Sun Yi, Martin Felder, Frank Sehnke, Thomas Rückstieß, Jürgen Schmidhuber
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State-Dependent Exploration for Policy Gradient Methods
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2008, Part II, LNAI 5212, pages 234–249, 2008.
Authors: T. Rückstieß, M. Felder, J. Schmidhuber
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Policy Gradients with Parameter-based Exploration for Control
Proceedings of the International Conference on Artificial Neural Networks, 2008.
Authors: F. Sehnke, C. Osendorfer, T. Rückstieß, A. Graves, J. Peters, J. Schmidhuber
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Robot learning with state-dependent exploration
1st International Workshop on Cognition for Technical Systems, 2008.
Authors: T. Rückstieß, M. Felder, F. Sehnke, and J. Schmidhuber
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Parametric Policy Gradients for Robotics
1st International Workshop on Cognition for Technical Systems, 2008
Authors: F. Sehnke, T. Rückstieß, and J. Schmidhuber
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Optimierung eines experimentellen Fahrerassistenzsystems
Diplomarbeit at BMW Forschung und Technik GmbH, 2006
Authors: Thomas Rückstieß
Echtzeit-Objekterkennung mit Omnidirektionaler Kamera
Studienarbeit at the Chair of Computer Architecture at the University of Tübingen, 2004
Authors: Thomas Rückstieß
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Fast and Accurate Environment Modelling using Omnidirectional Vision
In U. Ilg, H. Bülthoff, and H. Mallot, editors, Dynamic Perception, pp. 9-14. Infix, 2004.
Authors: P. Heinemann, T. Rückstieß, A. Zell
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