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Pretraining Representations for Data-Efficient Reinforcement Learning

Jun 09, 2021
Max Schwarzer, Nitarshan Rajkumar, Michael Noukhovitch, Ankesh Anand, Laurent Charlin, Devon Hjelm, Philip Bachman, Aaron Courville

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Emergent Communication under Competition

Jan 25, 2021
Michael Noukhovitch, Travis LaCroix, Angeliki Lazaridou, Aaron Courville

* To be presented at AAMAS 2021 

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Systematic Generalization: What Is Required and Can It Be Learned?

Nov 30, 2018
Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron Courville

* Preprint. Work in progress 

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Commonsense mining as knowledge base completion? A study on the impact of novelty

Apr 24, 2018
Stanisław Jastrzębski, Dzmitry Bahdanau, Seyedarian Hosseini, Michael Noukhovitch, Yoshua Bengio, Jackie Chi Kit Cheung

* Published in Workshop on New Forms of Generalization in Deep Learning and Natural Language Processing (NAACL 2018) 

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