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Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution


Sep 29, 2020
Vihang P. Patil, Markus Hofmarcher, Marius-Constantin Dinu, Matthias Dorfer, Patrick M. Blies, Johannes Brandstetter, Jose A. Arjona-Medina, Sepp Hochreiter

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Explaining and Interpreting LSTMs


Sep 25, 2019
Leila Arras, Jose A. Arjona-Medina, Michael Widrich, Grégoire Montavon, Michael Gillhofer, Klaus-Robert Müller, Sepp Hochreiter, Wojciech Samek

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* 28 pages, 7 figures, book chapter, In: Explainable AI: Interpreting, Explaining and Visualizing Deep Learning, LNCS volume 11700, Springer 2019. arXiv admin note: text overlap with arXiv:1806.07857 

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RUDDER: Return Decomposition for Delayed Rewards


Jun 20, 2018
Jose A. Arjona-Medina, Michael Gillhofer, Michael Widrich, Thomas Unterthiner, Sepp Hochreiter

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* 9 Pages plus appendix. For the code https://github.com/ml-jku/baselines-rudder. For videos https://goo.gl/EQerZV 

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