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Dungeons and Data: A Large-Scale NetHack Dataset


Nov 22, 2022
Eric Hambro, Roberta Raileanu, Danielle Rothermel, Vegard Mella, Tim Rockt├Ąschel, Heinrich K├╝ttler, Naila Murray

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* 9 pages, to be published in the Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS 2022) Track on Datasets and Benchmarks 

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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 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

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* 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


Sep 27, 2021
Mikayel Samvelyan, Robert Kirk, Vitaly Kurin, Jack Parker-Holder, Minqi Jiang, Eric Hambro, Fabio Petroni, Heinrich K├╝ttler, Edward Grefenstette, Tim Rockt├Ąschel

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* NeurIPS 2021: Datasets and Benchmarks Track 

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GPflux: A Library for Deep Gaussian Processes


Apr 12, 2021
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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