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Mastering the game of Stratego with model-free multiagent reinforcement learning.
Science. 2022 Dec 2;378(6623):990-996. doi: 10.1126/science.add4679. Epub 2022 Dec 1.
Science. 2022.
PMID: 36454847
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: omidshafiei s.
Sci Robot. 2022 Aug 31;7(69):eabo0235. doi: 10.1126/scirobotics.abo0235. Epub 2022 Aug 31.
Sci Robot. 2022.
PMID: 36044556
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Multiagent off-screen behavior prediction in football.
Omidshafiei S, Hennes D, Garnelo M, Wang Z, Recasens A, Tarassov E, Yang Y, Elie R, Connor JT, Muller P, Mackraz N, Cao K, Moreno P, Sprechmann P, Hassabis D, Graham I, Spearman W, Heess N, Tuyls K.
Omidshafiei S, et al.
Sci Rep. 2022 May 23;12(1):8638. doi: 10.1038/s41598-022-12547-0.
Sci Rep. 2022.
PMID: 35606400
Free PMC article.
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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.
Nat Commun. 2020 Nov 5;11(1):5603. doi: 10.1038/s41467-020-19244-4.
Nat Commun. 2020.
PMID: 33154362
Free PMC article.
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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.
Sci Rep. 2019 Jul 9;9(1):9937. doi: 10.1038/s41598-019-45619-9.
Sci Rep. 2019.
PMID: 31289288
Free PMC article.
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