Alexander Hans

According to our database, Alexander Hans authored at least 9 papers between 2008 and 2014.

Collaborative distances:

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

2014

Advancing the applicability of reinforcement learning to autonomous control.

Alexander Hans

PhD thesis, 2014

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

Ensemble Usage for More Reliable Policy Identification in Reinforcement Learning.

Alexander Hans, Steffen Udluft

Proceedings of the 19th European Symposium on Artificial Neural Networks, 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

Ensembles of Neural Networks for Robust Reinforcement Learning.

Alexander Hans, Steffen Udluft

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

The Markov Decision Process Extraction Network.

Siegmund Duell, Alexander Hans, Steffen Udluft

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

Uncertainty Propagation for Efficient Exploration in Reinforcement Learning.

Alexander Hans, Steffen Udluft

Proceedings of the ECAI 2010, 2010

2009

Efficient Uncertainty Propagation for Reinforcement Learning with Limited Data.

Alexander Hans, Steffen Udluft

Proceedings of the Artificial Neural Networks, 2009

2008

Safe exploration for reinforcement learning.

Alexander Hans, Daniel Schneegaß, Anton Maximilian Schäfer, Steffen Udluft

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008