Publications

Sequential Feature Selection for Classification

Proceedings of the Australasian Conference on Artificial Intelligence, AI 2011.

Authors: T. Rückstieß, C. Osendorfer, P. van der Smagt

download pdfbibtex

Python Experiment Suite Implementation

The Python Papers Source Codes 2:4, 2011.

Authors: T. Rückstieß, J. Schmidhuber

download pdfbibtex

A Python Experiment Suite

The Python Papers Journal 6(1):2, 2011.

Authors: T. Rückstieß, J. Schmidhuber

download pdfbibtex

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

download pdfbibtex

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

download pdfbibtex

PyBrain

Journal of Machine Learning Research.

Authors: Tom Schaul, Justin Bayer, Daan Wierstra, Sun Yi, Martin Felder, Frank Sehnke, Thomas Rückstieß, Jürgen Schmidhuber

download pdfbibtex

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

download pdfbibtex

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

download pdfbibtex

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

bibtex

Parametric Policy Gradients for Robotics

1st International Workshop on Cognition for Technical Systems, 2008

Authors: F. Sehnke, T. Rückstieß, and J. Schmidhuber

bibtex

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

download pdf

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

download pdfbibtex

My accepted paper at AI 2011 was selected to be published in a special issue of the International Journal of Machine Learning and Cybernetics (IJMLC) for an early 2012 appearance.

My paper "Sequential Feature Selection for Classification" has been accepted at the Australasian conference on Artificial Intelligence AI2011 for oral presentation and full paper in the proceedings.

Here's the PyBrain video presentation from the ICML 2010 workshop on Open Source Machine Learning Software with installation tutorial and some use cases.

Publications

News