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Katja Hofmann

Variational Inference for Data-Efficient Model Learning in POMDPs

May 23, 2018
Sebastian Tschiatschek, Kai Arulkumaran, Jan Stühmer, Katja Hofmann

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Experimental and causal view on information integration in autonomous agents

Mar 13, 2018
Philipp Geiger, Katja Hofmann, Bernhard Schölkopf

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A Deep Learning Approach for Joint Video Frame and Reward Prediction in Atari Games

Aug 17, 2017
Felix Leibfried, Nate Kushman, Katja Hofmann

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* Presented at the ICML 2017 Workshop on Principled Approaches to Deep Learning, Sydney, Australia, 2017

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Memory Lens: How Much Memory Does an Agent Use?

Nov 21, 2016
Christoph Dann, Katja Hofmann, Sebastian Nowozin

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* Presented at NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems

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Contextual Dueling Bandits

Jun 13, 2015
Miroslav Dudík, Katja Hofmann, Robert E. Schapire, Aleksandrs Slivkins, Masrour Zoghi

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* 25 pages, 4 figures, Published at COLT 2015

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