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On the Regularity of Attention


Feb 10, 2021
James Vuckovic, Aristide Baratin, Remi Tachet des Combes

* Conference version of arXiv:2007.02876 

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A Deeper Look at Discounting Mismatch in Actor-Critic Algorithms


Oct 02, 2020
Shangtong Zhang, Romain Laroche, Harm van Seijen, Shimon Whiteson, Remi Tachet des Combes


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A Mathematical Theory of Attention


Jul 06, 2020
James Vuckovic, Aristide Baratin, Remi Tachet des Combes


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Deep Reinforcement and InfoMax Learning


Jun 12, 2020
Bogdan Mazoure, Remi Tachet des Combes, Thang Doan, Philip Bachman, R Devon Hjelm


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Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift


Mar 10, 2020
Remi Tachet des Combes, Han Zhao, Yu-Xiang Wang, Geoff Gordon


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A Reduction from Reinforcement Learning to No-Regret Online Learning


Jan 01, 2020
Ching-An Cheng, Remi Tachet des Combes, Byron Boots, Geoff Gordon


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On Learning Invariant Representation for Domain Adaptation


Jan 27, 2019
Han Zhao, Remi Tachet des Combes, Kun Zhang, Geoffrey J. Gordon


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An Empirical Study of Example Forgetting during Deep Neural Network Learning


Dec 12, 2018
Mariya Toneva, Alessandro Sordoni, Remi Tachet des Combes, Adam Trischler, Yoshua Bengio, Geoffrey J. Gordon


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On the Learning Dynamics of Deep Neural Networks


Sep 18, 2018
Remi Tachet des Combes, Mohammad Pezeshki, Samira Shabanian, Aaron Courville, Yoshua Bengio

* 19 pages, 7 figures 

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Learning Invariances for Policy Generalization


Sep 07, 2018
Remi Tachet des Combes, Philip Bachman, Harm van Seijen

* 7 pages, 1 figure 

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Counting to Explore and Generalize in Text-based Games


Jun 29, 2018
Xingdi Yuan, Marc-Alexandre Côté, Alessandro Sordoni, Romain Laroche, Remi Tachet des Combes, Matthew Hausknecht, Adam Trischler


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