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WordCraft: An Environment for Benchmarking Commonsense Agents

Jul 17, 2020
Minqi Jiang, Jelena Luketina, Nantas Nardelli, Pasquale Minervini, Philip H. S. Torr, Shimon Whiteson, Tim RocktÀschel


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The Impact of Non-stationarity on Generalisation in Deep Reinforcement Learning

Jun 16, 2020
Maximilian Igl, Gregory Farquhar, Jelena Luketina, Wendelin Boehmer, Shimon Whiteson


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A Survey of Reinforcement Learning Informed by Natural Language

Jun 10, 2019
Jelena Luketina, Nantas Nardelli, Gregory Farquhar, Jakob Foerster, Jacob Andreas, Edward Grefenstette, Shimon Whiteson, Tim RocktÀschel

* Published at IJCAI'19 

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Progress & Compress: A scalable framework for continual learning

Jul 02, 2018
Jonathan Schwarz, Jelena Luketina, Wojciech M. Czarnecki, Agnieszka Grabska-Barwinska, Yee Whye Teh, Razvan Pascanu, Raia Hadsell

* Accepted at ICML 2018 

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Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters

Jun 17, 2016
Jelena Luketina, Mathias Berglund, Klaus Greff, Tapani Raiko

* 9 pages, 7 figures. Accepted at ICML 2016 

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