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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 Küttler , Taehwon Kwon , Donghoon Lee , Vegard Mella , Nantas Nardelli , Ivan Nazarov , Nikita Ovsov , Jack Parker-Holder , Roberta Raileanu , Karolis Ramanauskas , Tim Rocktäschel , Danielle Rothermel , Mikayel Samvelyan , Dmitry Sorokin , Maciej Sypetkowski , Michał Sypetkowski

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

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Temporal Graph Network Embedding with Causal Anonymous Walks Representations



Ilya Makarov , Andrey Savchenko , Arseny Korovko , Leonid Sherstyuk , Nikita Severin , Aleksandr Mikheev , Dmitrii Babaev

* 10 pages, 3 figures 

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Event sequence metric learning



Dmitrii Babaev , Ivan Kireev , Nikita Ovsov , Mariya Ivanova , Gleb Gusev , Alexander Tuzhilin


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E.T.-RNN: Applying Deep Learning to Credit Loan Applications



Dmitrii Babaev , Maxim Savchenko , Alexander Tuzhilin , Dmitrii Umerenkov

* KDD 2019 

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