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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: marris l. Sci Robot. 2022 Aug 31;7(69):eabo0235. doi: 10.1126/scirobotics.abo0235. Epub 2022 Aug 31. Sci Robot. 2022. PMID: 36044556
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: marris l. Science. 2019 May 31;364(6443):859-865. doi: 10.1126/science.aau6249. Science. 2019. PMID: 31147514
Backpropagation and the brain.
Lillicrap TP, Santoro A, Marris L, Akerman CJ, Hinton G. Lillicrap TP, et al. Among authors: marris l. Nat Rev Neurosci. 2020 Jun;21(6):335-346. doi: 10.1038/s41583-020-0277-3. Epub 2020 Apr 17. Nat Rev Neurosci. 2020. PMID: 32303713 Review.