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Insights From the NeurIPS 2021 NetHack Challenge



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 K├╝ttler , Taehwon Kwon , Donghoon Lee , Vegard Mella , Nantas Nardelli , Ivan Nazarov , Nikita Ovsov , Jack Parker-Holder , Roberta Raileanu , Karolis Ramanauskas , Tim Rockt├Ąschel , Danielle Rothermel , Mikayel Samvelyan , Dmitry Sorokin , Maciej Sypetkowski , Micha┼é Sypetkowski

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

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



Mikayel Samvelyan , Robert Kirk , Vitaly Kurin , Jack Parker-Holder , Minqi Jiang , Eric Hambro , Fabio Petroni , Heinrich K├╝ttler , Edward Grefenstette , Tim Rockt├Ąschel

* NeurIPS 2021: Datasets and Benchmarks Track 

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GPflux: A Library for Deep Gaussian Processes



Vincent Dutordoir , Hugh Salimbeni , Eric Hambro , John McLeod , Felix Leibfried , Artem Artemev , Mark van der Wilk , James Hensman , Marc P. Deisenroth , ST John


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