| 2013 | ICANN | Efficient Baseline-Free Sampling in Parameter Exploring Policy Gradients: Super Symmetric PGPE. | Frank Sehnke |
| 2013 | ICANN | Wind Power Resource Estimation with Deep Neural Networks. | Frank Sehnke, Achim Strunk, Martin Felder, Joris Brombach, Anton Kaifel, Jon Meis |
| 2012 | FUN | On Computer Integrated Rationalized Crossword Puzzle Manufacturing. | Jakob Engel, Markus Holzer, Oliver Ruepp, Frank Sehnke |
| 2010 | CCS | Modeling attacks on physical unclonable functions. | Ulrich Rhrmair, Frank Sehnke, Jan Slter, Gideon Dror, Srinivas Devadas, Jrgen Schmidhuber |
| 2010 | ICANN | Multi-Dimensional Deep Memory Atari-Go Players for Parameter Exploring Policy Gradients. | Mandy Grttner, Frank Sehnke, Tom Schaul, Jrgen Schmidhuber |
| 2010 | ICANN | Policy Gradients for Cryptanalysis. | Frank Sehnke, Christian Osendorfer, Jan Slter, Jrgen Schmidhuber, Ulrich Rhrmair |
| 2010 | ICMLA | Multimodal Parameter-exploring Policy Gradients. | Frank Sehnke, Alex Graves, Christian Osendorfer, Jrgen Schmidhuber |
| 2008 | ICANN | Policy Gradients with Parameter-Based Exploration for Control. | Frank Sehnke, Christian Osendorfer, Thomas Rckstie, Alex Graves, Jan Peters, Jrgen Schmidhuber |
| 2006 | CEC | Automatic Calibration of Camera to World Mapping in RoboCup using Evolutionary Algorithms. | Patrick Heinemann, Felix Streichert, Frank Sehnke, Andreas Zell |
| 2006 | IROS | An Automatic Approach to Online Color Training in RoboCup Environments. | Patrick Heinemann, Frank Sehnke, Felix Streichert, Andreas Zell |
| 2006 | RoboCup | Towards a Calibration-Free Robot: The ACT Algorithm for Automatic Online Color Training. | Patrick Heinemann, Frank Sehnke, Felix Streichert, Andreas Zell |