Siegmund Düll

According to our database, Siegmund Düll authored at least 8 papers between 2010 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2015

Exploiting similarity in system identification tasks with recurrent neural networks.

Sigurd Spieckermann, Siegmund Düll, Steffen Udluft, Alexander Hentschel, Thomas A. Runkler

Neurocomputing, 2015

2014

Regularized Recurrent Neural Networks for Data Efficient Dual-Task Learning.

Sigurd Spieckermann, Siegmund Düll, Steffen Udluft, Thomas A. Runkler

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

2013

Ensembles for Continuous Actions in Reinforcement Learning.

Siegmund Duell, Steffen Udluft

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012

Solving Partially Observable Reinforcement Learning Problems with Recurrent Neural Networks.

Siegmund Duell, Steffen Udluft, Volkmar Sterzing

Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012

Datenbasierte Optimalsteuerung mit neuronalen Netzen und dateneffizientem Reinforcement Learning.

Thomas A. Runkler, Steffen Udluft, Siegmund Düll

Autom., 2012

Recurrent Neural State Estimation in Domains with Long-Term Dependencies.

Siegmund Duell, Lina Weichbrodt, Alexander Hans, Steffen Udluft

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Agent self-assessment: Determining policy quality without execution.

Alexander Hans, Siegmund Duell, Steffen Udluft

Proceedings of the 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning, 2011

2010

The Markov Decision Process Extraction Network.

Siegmund Duell, Alexander Hans, Steffen Udluft

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010