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Siegmund Düll
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2010 – 2019
- 2015
- [j2]Sigurd Spieckermann, Siegmund Düll, Steffen Udluft, Alexander Hentschel, Thomas A. Runkler
:
Exploiting similarity in system identification tasks with recurrent neural networks. Neurocomputing 169: 343-349 (2015) - 2014
- [c6]Sigurd Spieckermann, Siegmund Düll, Steffen Udluft, Alexander Hentschel, Thomas A. Runkler:
Exploiting similarity in system identification tasks with recurrent neural networks. ESANN 2014 - [c5]Sigurd Spieckermann, Siegmund Düll, Steffen Udluft, Thomas A. Runkler
:
Regularized Recurrent Neural Networks for Data Efficient Dual-Task Learning. ICANN 2014: 17-24 - 2013
- [c4]Siegmund Duell, Steffen Udluft:
Ensembles for Continuous Actions in Reinforcement Learning. ESANN 2013 - 2012
- [j1]Thomas A. Runkler
, Steffen Udluft, Siegmund Düll:
Datenbasierte Optimalsteuerung mit neuronalen Netzen und dateneffizientem Reinforcement Learning. Autom. 60(10): 641-647 (2012) - [c3]Siegmund Duell, Lina Weichbrodt, Alexander Hans, Steffen Udluft:
Recurrent Neural State Estimation in Domains with Long-Term Dependencies. ESANN 2012 - [p1]Siegmund Duell, Steffen Udluft, Volkmar Sterzing:
Solving Partially Observable Reinforcement Learning Problems with Recurrent Neural Networks. Neural Networks: Tricks of the Trade (2nd ed.) 2012: 709-733 - 2011
- [c2]Alexander Hans, Siegmund Duell, Steffen Udluft:
Agent self-assessment: Determining policy quality without execution. ADPRL 2011: 84-90 - 2010
- [c1]Siegmund Duell, Alexander Hans, Steffen Udluft:
The Markov Decision Process Extraction Network. ESANN 2010
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