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GriddlyJS: A Web IDE for Reinforcement Learning


Jul 13, 2022
Christopher Bamford, Minqi Jiang, Mikayel Samvelyan, Tim RocktÀschel


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Grounding Aleatoric Uncertainty in Unsupervised Environment Design


Jul 11, 2022
Minqi Jiang, Michael Dennis, Jack Parker-Holder, Andrei Lupu, Heinrich KĂŒttler, Edward Grefenstette, Tim RocktĂ€schel, Jakob Foerster


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Insights From the NeurIPS 2021 NetHack Challenge


Mar 22, 2022
Eric Hambro, Sharada Mohanty, Dmitrii Babaev, Minwoo Byeon, Dipam Chakraborty, Edward Grefenstette, Minqi Jiang, Daejin Jo, Anssi Kanervisto, Jongmin Kim, Sungwoong Kim, Robert Kirk, Vitaly Kurin, Heinrich KĂŒttler, Taehwon Kwon, Donghoon Lee, Vegard Mella, Nantas Nardelli, Ivan Nazarov, Nikita Ovsov, Jack Parker-Holder, Roberta Raileanu, Karolis Ramanauskas, Tim RocktĂ€schel, Danielle Rothermel, Mikayel Samvelyan, Dmitry Sorokin, Maciej Sypetkowski, MichaƂ Sypetkowski

* Under review at PMLR for the NeuRIPS 2021 Competition Workshop Track, 10 pages + 10 in appendices 

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Evolving Curricula with Regret-Based Environment Design


Mar 08, 2022
Jack Parker-Holder, Minqi Jiang, Michael Dennis, Mikayel Samvelyan, Jakob Foerster, Edward Grefenstette, Tim RocktÀschel

* First two authors contributed equally 

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Improving Intrinsic Exploration with Language Abstractions


Feb 17, 2022
Jesse Mu, Victor Zhong, Roberta Raileanu, Minqi Jiang, Noah Goodman, Tim RocktÀschel, Edward Grefenstette


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Replay-Guided Adversarial Environment Design


Oct 06, 2021
Minqi Jiang, Michael Dennis, Jack Parker-Holder, Jakob Foerster, Edward Grefenstette, Tim RocktÀschel

* NeurIPS 2021 

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MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research


Sep 27, 2021
Mikayel Samvelyan, Robert Kirk, Vitaly Kurin, Jack Parker-Holder, Minqi Jiang, Eric Hambro, Fabio Petroni, Heinrich KĂŒttler, Edward Grefenstette, Tim RocktĂ€schel

* NeurIPS 2021: Datasets and Benchmarks Track 

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Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning


Feb 08, 2021
Zhengyao Jiang, Pasquale Minervini, Minqi Jiang, Tim Rocktaschel

* Accepted by AAMAS 2021 

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Prioritized Level Replay


Oct 08, 2020
Minqi Jiang, Ed Grefenstette, Tim RocktÀschel


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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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