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Symmetric Decomposition of Asymmetric Games.
Tuyls K, Pérolat J, Lanctot M, Ostrovski G, Savani R, Leibo JZ, Ord T, Graepel T, Legg S. Tuyls K, et al. Among authors: perolat j. Sci Rep. 2018 Jan 17;8(1):1015. doi: 10.1038/s41598-018-19194-4. Sci Rep. 2018. PMID: 29343692 Free PMC article.
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: perolat j. Sci Rep. 2019 Jul 9;9(1):9937. doi: 10.1038/s41598-019-45619-9. Sci Rep. 2019. PMID: 31289288 Free PMC article.
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: perolat j. Nat Commun. 2020 Nov 5;11(1):5603. doi: 10.1038/s41467-020-19244-4. Nat Commun. 2020. PMID: 33154362 Free PMC article.
Mastering the game of Stratego with model-free multiagent reinforcement learning.
Perolat J, De Vylder B, Hennes D, Tarassov E, Strub F, de Boer V, Muller P, Connor JT, Burch N, Anthony T, McAleer S, Elie R, Cen SH, Wang Z, Gruslys A, Malysheva A, Khan M, Ozair S, Timbers F, Pohlen T, Eccles T, Rowland M, Lanctot M, Lespiau JB, Piot B, Omidshafiei S, Lockhart E, Sifre L, Beauguerlange N, Munos R, Silver D, Singh S, Hassabis D, Tuyls K. Perolat J, et al. Science. 2022 Dec 2;378(6623):990-996. doi: 10.1126/science.add4679. Epub 2022 Dec 1. Science. 2022. PMID: 36454847