Stefan Depeweg

Publication Activity (10 Years)

Years Active: 2016-2018
Publications (10 Years): 8

Top Topics

Partially Observable

Dynamical Systems

Reinforcement Learning

Top Venues

Technical University of Munich, Germany (PHD)

Education History

Technical University of Munich, Germany

PHD

Publications

Stefan Depeweg, José Miguel Hernández-Lobato, Steffen Udluft, Thomas A. Runkler
Sensitivity analysis for predictive uncertainty. ESANN (2018)
Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi-Velez, Steffen Udluft
Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning. ICML (2018)
Stefan Depeweg, Constantin A. Rothkopf, Frank Jäkel
Solving Bongard Problems with a Visual Language and Pragmatic Reasoning. CoRR (2018)
Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi-Velez, Steffen Udluft
Decomposition of Uncertainty for Active Learning and Reliable Reinforcement Learning in Stochastic Systems. CoRR (2017)
Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi-Velez, Steffen Udluft
Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks. ICLR (Poster) (2017)
Daniel Hein, Stefan Depeweg, Michel Tokic, Steffen Udluft, Alexander Hentschel, Thomas A. Runkler, Volkmar Sterzing
A Benchmark Environment Motivated by Industrial Control Problems. CoRR (2017)
Daniel Hein, Stefan Depeweg, Michel Tokic, Steffen Udluft, Alexander Hentschel, Thomas A. Runkler, Volkmar Sterzing
A benchmark environment motivated by industrial control problems. SSCI (2017)
Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi-Velez, Steffen Udluft
Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks. CoRR (2016)