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The NetHack Learning Environment

Jun 24, 2020
Heinrich KĂŒttler, Nantas Nardelli, Alexander H. Miller, Roberta Raileanu, Marco Selvatici, Edward Grefenstette, Tim RocktĂ€schel

* 27 pages 

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How Context Affects Language Models' Factual Predictions

May 10, 2020
Fabio Petroni, Patrick Lewis, Aleksandra Piktus, Tim RocktÀschel, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel

* accepted at AKBC 2020 

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MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actions

Oct 30, 2019
Viswanath Sivakumar, Tim RocktĂ€schel, Alexander H. Miller, Heinrich KĂŒttler, Nantas Nardelli, Mike Rabbat, Joelle Pineau, Sebastian Riedel

* Workshop on ML for Systems at NeurIPS 2019 

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Language Models as Knowledge Bases?

Sep 04, 2019
Fabio Petroni, Tim RocktÀschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel

* accepted at EMNLP 2019 

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Importance of a Search Strategy in Neural Dialogue Modelling

Nov 02, 2018
Ilya Kulikov, Alexander H. Miller, Kyunghyun Cho, Jason Weston


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Retrieve and Refine: Improved Sequence Generation Models For Dialogue

Sep 06, 2018
Jason Weston, Emily Dinan, Alexander H. Miller


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Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent

Apr 16, 2018
Zhilin Yang, Saizheng Zhang, Jack Urbanek, Will Feng, Alexander H. Miller, Arthur Szlam, Douwe Kiela, Jason Weston


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ParlAI: A Dialog Research Software Platform

Mar 08, 2018
Alexander H. Miller, Will Feng, Adam Fisch, Jiasen Lu, Dhruv Batra, Antoine Bordes, Devi Parikh, Jason Weston


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Learning through Dialogue Interactions by Asking Questions

Feb 13, 2017
Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston


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Dialogue Learning With Human-In-The-Loop

Jan 13, 2017
Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston


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