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Alexander Hans
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2010 – 2019
- 2014
- [b1]Alexander Hans:
Advancing the applicability of reinforcement learning to autonomous control. Technische Universität Ilmenau, Germany, 2014, pp. 1-146 - 2012
- [c8]Siegmund Duell, Lina Weichbrodt, Alexander Hans, Steffen Udluft:
Recurrent Neural State Estimation in Domains with Long-Term Dependencies. ESANN 2012 - 2011
- [c7]Alexander Hans, Siegmund Duell, Steffen Udluft:
Agent self-assessment: Determining policy quality without execution. ADPRL 2011: 84-90 - [c6]Alexander Hans, Steffen Udluft:
Ensemble Usage for More Reliable Policy Identification in Reinforcement Learning. ESANN 2011 - 2010
- [c5]Alexander Hans, Steffen Udluft:
Uncertainty Propagation for Efficient Exploration in Reinforcement Learning. ECAI 2010: 361-366 - [c4]Siegmund Duell, Alexander Hans, Steffen Udluft:
The Markov Decision Process Extraction Network. ESANN 2010 - [c3]Alexander Hans, Steffen Udluft:
Ensembles of Neural Networks for Robust Reinforcement Learning. ICMLA 2010: 401-406
2000 – 2009
- 2009
- [c2]Alexander Hans, Steffen Udluft:
Efficient Uncertainty Propagation for Reinforcement Learning with Limited Data. ICANN (1) 2009: 70-79 - 2008
- [c1]Alexander Hans, Daniel Schneegaß, Anton Maximilian Schäfer, Steffen Udluft:
Safe exploration for reinforcement learning. ESANN 2008: 143-148
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