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2014 1
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2019 3
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Page 1
Navigating the landscape of multiplayer games.
Omidshafiei S, Tuyls K, Czarnecki WM, Santos FC, Rowland M, Connor J, Hennes D, Muller P, Pérolat J, Vylder B, Gruslys A, Munos R. Omidshafiei S, et al. Among authors: czarnecki wm. Nat Commun. 2020 Nov 5;11(1):5603. doi: 10.1038/s41467-020-19244-4. Nat Commun. 2020. PMID: 33154362 Free PMC article.
From motor control to team play in simulated humanoid football.
Liu S, Lever G, Wang Z, Merel J, Eslami SMA, Hennes D, Czarnecki WM, Tassa Y, Omidshafiei S, Abdolmaleki A, Siegel NY, Hasenclever L, Marris L, Tunyasuvunakool S, Song HF, Wulfmeier M, Muller P, Haarnoja T, Tracey B, Tuyls K, Graepel T, Heess N. Liu S, et al. Among authors: czarnecki wm. Sci Robot. 2022 Aug 31;7(69):eabo0235. doi: 10.1126/scirobotics.abo0235. Epub 2022 Aug 31. Sci Robot. 2022. PMID: 36044556
α-Rank: Multi-Agent Evaluation by Evolution.
Omidshafiei S, Papadimitriou C, Piliouras G, Tuyls K, Rowland M, Lespiau JB, Czarnecki WM, Lanctot M, Perolat J, Munos R. Omidshafiei S, et al. Among authors: czarnecki wm. Sci Rep. 2019 Jul 9;9(1):9937. doi: 10.1038/s41598-019-45619-9. Sci Rep. 2019. PMID: 31289288 Free PMC article.
Human-level performance in 3D multiplayer games with population-based reinforcement learning.
Jaderberg M, Czarnecki WM, Dunning I, Marris L, Lever G, Castañeda AG, Beattie C, Rabinowitz NC, Morcos AS, Ruderman A, Sonnerat N, Green T, Deason L, Leibo JZ, Silver D, Hassabis D, Kavukcuoglu K, Graepel T. Jaderberg M, et al. Among authors: czarnecki wm. Science. 2019 May 31;364(6443):859-865. doi: 10.1126/science.aau6249. Science. 2019. PMID: 31147514
Grandmaster level in StarCraft II using multi-agent reinforcement learning.
Vinyals O, Babuschkin I, Czarnecki WM, Mathieu M, Dudzik A, Chung J, Choi DH, Powell R, Ewalds T, Georgiev P, Oh J, Horgan D, Kroiss M, Danihelka I, Huang A, Sifre L, Cai T, Agapiou JP, Jaderberg M, Vezhnevets AS, Leblond R, Pohlen T, Dalibard V, Budden D, Sulsky Y, Molloy J, Paine TL, Gulcehre C, Wang Z, Pfaff T, Wu Y, Ring R, Yogatama D, Wünsch D, McKinney K, Smith O, Schaul T, Lillicrap T, Kavukcuoglu K, Hassabis D, Apps C, Silver D. Vinyals O, et al. Among authors: czarnecki wm. Nature. 2019 Nov;575(7782):350-354. doi: 10.1038/s41586-019-1724-z. Epub 2019 Oct 30. Nature. 2019. PMID: 31666705