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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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Transfer of Fully Convolutional Policy-Value Networks Between Games and Game Variants


Feb 24, 2021
Dennis J. N. J. Soemers, Vegard Mella, Eric Piette, Matthew Stephenson, Cameron Browne, Olivier Teytaud

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Deep Learning for General Game Playing with Ludii and Polygames


Jan 23, 2021
Dennis J. N. J. Soemers, Vegard Mella, Cameron Browne, Olivier Teytaud

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Polygames: Improved Zero Learning


Jan 27, 2020
Tristan Cazenave, Yen-Chi Chen, Guan-Wei Chen, Shi-Yu Chen, Xian-Dong Chiu, Julien Dehos, Maria Elsa, Qucheng Gong, Hengyuan Hu, Vasil Khalidov, Cheng-Ling Li, Hsin-I Lin, Yu-Jin Lin, Xavier Martinet, Vegard Mella, Jeremy Rapin, Baptiste Roziere, Gabriel Synnaeve, Fabien Teytaud, Olivier Teytaud, Shi-Cheng Ye, Yi-Jun Ye, Shi-Jim Yen, Sergey Zagoruyko

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Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger


Nov 30, 2018
Gabriel Synnaeve, Zeming Lin, Jonas Gehring, Dan Gant, Vegard Mella, Vasil Khalidov, Nicolas Carion, Nicolas Usunier

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* Advances in Neural Information Processing Systems 31 (2018) 10759-10770 

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High-Level Strategy Selection under Partial Observability in StarCraft: Brood War


Nov 21, 2018
Jonas Gehring, Da Ju, Vegard Mella, Daniel Gant, Nicolas Usunier, Gabriel Synnaeve

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