Alexander Hans

Publication Activity (10 Years)

Years Active: 2008-2012
Publications (10 Years): 0

Top Topics

Estimation Problems

Particle Filtering

State Estimation

Kalman Filtering

Top Venues

Technische Universität Ilmenau, Germany (PHD)

Education History

Technische Universität Ilmenau, Germany

PHD

Publications

Siegmund Duell, Lina Weichbrodt, Alexander Hans, Steffen Udluft
Recurrent Neural State Estimation in Domains with Long-Term Dependencies. ESANN (2012)
Alexander Hans, Steffen Udluft
Ensemble Usage for More Reliable Policy Identification in Reinforcement Learning. ESANN (2011)
Alexander Hans, Siegmund Duell, Steffen Udluft
Agent self-assessment: Determining policy quality without execution. ADPRL (2011)
Alexander Hans, Steffen Udluft
Uncertainty Propagation for Efficient Exploration in Reinforcement Learning. ECAI (2010)
Siegmund Duell, Alexander Hans, Steffen Udluft
The Markov Decision Process Extraction Network. ESANN (2010)
Alexander Hans, Steffen Udluft
Ensembles of Neural Networks for Robust Reinforcement Learning. ICMLA (2010)
Alexander Hans, Steffen Udluft
Efficient Uncertainty Propagation for Reinforcement Learning with Limited Data. ICANN (1) (2009)
Alexander Hans, Daniel Schneegaß, Anton Maximilian Schäfer, Steffen Udluft
Safe exploration for reinforcement learning. ESANN (2008)