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Page 1
Space Debris Removal: Learning to Cooperate and the Price of Anarchy.
Klima R, Bloembergen D, Savani R, Tuyls K, Wittig A, Sapera A, Izzo D. Klima R, et al. Among authors: tuyls k. Front Robot AI. 2018 Jun 4;5:54. doi: 10.3389/frobt.2018.00054. eCollection 2018. Front Robot AI. 2018. PMID: 33500936 Free PMC article.
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. 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: tuyls k. 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: tuyls k. 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: tuyls k. Sci Robot. 2022 Aug 31;7(69):eabo0235. doi: 10.1126/scirobotics.abo0235. Epub 2022 Aug 31. Sci Robot. 2022. PMID: 36044556
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. Among authors: tuyls k. Sci Rep. 2022 May 23;12(1):8638. doi: 10.1038/s41598-022-12547-0. Sci Rep. 2022. PMID: 35606400 Free PMC article.
TacticAI: an AI assistant for football tactics.
Wang Z, Veličković P, Hennes D, Tomašev N, Prince L, Kaisers M, Bachrach Y, Elie R, Wenliang LK, Piccinini F, Spearman W, Graham I, Connor J, Yang Y, Recasens A, Khan M, Beauguerlange N, Sprechmann P, Moreno P, Heess N, Bowling M, Hassabis D, Tuyls K. Wang Z, et al. Among authors: tuyls k. Nat Commun. 2024 Mar 19;15(1):1906. doi: 10.1038/s41467-024-45965-x. Nat Commun. 2024. PMID: 38503774 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. Among authors: tuyls k. Science. 2022 Dec 2;378(6623):990-996. doi: 10.1126/science.add4679. Epub 2022 Dec 1. Science. 2022. PMID: 36454847
11 results