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Human-level control through deep reinforcement learning.
Mnih V, Kavukcuoglu K, Silver D, Rusu AA, Veness J, Bellemare MG, Graves A, Riedmiller M, Fidjeland AK, Ostrovski G, Petersen S, Beattie C, Sadik A, Antonoglou I, King H, Kumaran D, Wierstra D, Legg S, Hassabis D. Mnih V, et al. Among authors: Legg S. Nature. 2015 Feb 26;518(7540):529-33. doi: 10.1038/nature14236. Nature. 2015. PMID: 25719670
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: Legg S. Sci Rep. 2018 Jan 17;8(1):1015. doi: 10.1038/s41598-018-19194-4. Sci Rep. 2018. PMID: 29343692 Free PMC article.
Building machines that learn and think for themselves.
Botvinick M, Barrett DGT, Battaglia P, de Freitas N, Kumaran D, Leibo JZ, Lillicrap T, Modayil J, Mohamed S, Rabinowitz NC, Rezende DJ, Santoro A, Schaul T, Summerfield C, Wayne G, Weber T, Wierstra D, Legg S, Hassabis D. Botvinick M, et al. Among authors: Legg S. Behav Brain Sci. 2017 Jan;40:e255. doi: 10.1017/S0140525X17000048. Behav Brain Sci. 2017. PMID: 29342685
Tertiary education in ergonomics and human factors: quo vadis?
Oakman J, Hignett S, Davis M, Read G, Aslanides M, Mebarki B, Legg S. Oakman J, et al. Among authors: Legg S. Ergonomics. 2020 Mar;63(3):243-252. doi: 10.1080/00140139.2019.1701095. Epub 2019 Dec 12. Ergonomics. 2020. PMID: 31795846
Fatigue in primary Sjögren's syndrome (pSS) is associated with lower levels of proinflammatory cytokines: a validation study.
Davies K, Mirza K, Tarn J, Howard-Tripp N, Bowman SJ, Lendrem D; UK Primary Sjögren’s Syndrome Registry, Ng WF. Davies K, et al. Rheumatol Int. 2019 Nov;39(11):1867-1873. doi: 10.1007/s00296-019-04354-0. Epub 2019 Jun 27. Rheumatol Int. 2019. PMID: 31250166 Free PMC article.
Rapid mixing and exchange of deep-ocean waters in an abyssal boundary current.
Naveira Garabato AC, Frajka-Williams EE, Spingys CP, Legg S, Polzin KL, Forryan A, Abrahamsen EP, Buckingham CE, Griffies SM, McPhail SD, Nicholls KW, Thomas LN, Meredith MP. Naveira Garabato AC, et al. Among authors: Legg S. Proc Natl Acad Sci U S A. 2019 Jul 2;116(27):13233-13238. doi: 10.1073/pnas.1904087116. Epub 2019 Jun 18. Proc Natl Acad Sci U S A. 2019. PMID: 31213535 Free PMC article.
KRAS-specific inhibition using a DARPin binding to a site in the allosteric lobe.
Bery N, Legg S, Debreczeni J, Breed J, Embrey K, Stubbs C, Kolasinska-Zwierz P, Barrett N, Marwood R, Watson J, Tart J, Overman R, Miller A, Phillips C, Minter R, Rabbitts TH. Bery N, et al. Among authors: Legg S. Nat Commun. 2019 Jun 13;10(1):2607. doi: 10.1038/s41467-019-10419-2. Nat Commun. 2019. PMID: 31197133 Free PMC article.
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