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Page 1
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: graepel t. Sci Robot. 2022 Aug 31;7(69):eabo0235. doi: 10.1126/scirobotics.abo0235. Epub 2022 Aug 31. Sci Robot. 2022. PMID: 36044556
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: graepel t. Sci Rep. 2018 Jan 17;8(1):1015. doi: 10.1038/s41598-018-19194-4. Sci Rep. 2018. PMID: 29343692 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: graepel t. Science. 2019 May 31;364(6443):859-865. doi: 10.1126/science.aau6249. Science. 2019. PMID: 31147514
Mastering the game of Go with deep neural networks and tree search.
Silver D, Huang A, Maddison CJ, Guez A, Sifre L, van den Driessche G, Schrittwieser J, Antonoglou I, Panneershelvam V, Lanctot M, Dieleman S, Grewe D, Nham J, Kalchbrenner N, Sutskever I, Lillicrap T, Leach M, Kavukcuoglu K, Graepel T, Hassabis D. Silver D, et al. Among authors: graepel t. Nature. 2016 Jan 28;529(7587):484-9. doi: 10.1038/nature16961. Nature. 2016. PMID: 26819042
Mastering the game of Go without human knowledge.
Silver D, Schrittwieser J, Simonyan K, Antonoglou I, Huang A, Guez A, Hubert T, Baker L, Lai M, Bolton A, Chen Y, Lillicrap T, Hui F, Sifre L, van den Driessche G, Graepel T, Hassabis D. Silver D, et al. Among authors: graepel t. Nature. 2017 Oct 18;550(7676):354-359. doi: 10.1038/nature24270. Nature. 2017. PMID: 29052630
Mastering Atari, Go, chess and shogi by planning with a learned model.
Schrittwieser J, Antonoglou I, Hubert T, Simonyan K, Sifre L, Schmitt S, Guez A, Lockhart E, Hassabis D, Graepel T, Lillicrap T, Silver D. Schrittwieser J, et al. Among authors: graepel t. Nature. 2020 Dec;588(7839):604-609. doi: 10.1038/s41586-020-03051-4. Epub 2020 Dec 23. Nature. 2020. PMID: 33361790
Cooperative AI: machines must learn to find common ground.
Dafoe A, Bachrach Y, Hadfield G, Horvitz E, Larson K, Graepel T. Dafoe A, et al. Among authors: graepel t. Nature. 2021 May;593(7857):33-36. doi: 10.1038/d41586-021-01170-0. Nature. 2021. PMID: 33947992 No abstract available.
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