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Normalized Attention Without Probability Cage

May 19, 2020
Oliver Richter, Roger Wattenhofer

* Preprint, work in progress. Feedback welcome 

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On the Validity of Self-Attention as Explanation in Transformer Models

Aug 12, 2019
Gino Brunner, Yang Liu, Damián Pascual, Oliver Richter, Roger Wattenhofer

* Preprint. Work in progress 

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Attentive Multi-Task Deep Reinforcement Learning

Jul 05, 2019
Timo Bram, Gino Brunner, Oliver Richter, Roger Wattenhofer

* Accepted as conference paper at ECML PKDD 2019 

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Quantile Regression Deep Reinforcement Learning

Jun 27, 2019
Oliver Richter, Roger Wattenhofer

* Preprint 

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Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning

Sep 30, 2018
Gino Brunner, Manuel Fritsche, Oliver Richter, Roger Wattenhofer


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Teaching a Machine to Read Maps with Deep Reinforcement Learning

Nov 20, 2017
Gino Brunner, Oliver Richter, Yuyi Wang, Roger Wattenhofer

* Paper accepted at 32nd AAAI Conference on Artificial Intelligence, AAAI 2018, New Orleans, Louisiana, USA 

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