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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: hassabis d. Sci Rep. 2022 May 23;12(1):8638. doi: 10.1038/s41598-022-12547-0. Sci Rep. 2022. PMID: 35606400 Free PMC article.
3D-Beacons: decreasing the gap between protein sequences and structures through a federated network of protein structure data resources.
Varadi M, Nair S, Sillitoe I, Tauriello G, Anyango S, Bienert S, Borges C, Deshpande M, Green T, Hassabis D, Hatos A, Hegedus T, Hekkelman ML, Joosten R, Jumper J, Laydon A, Molodenskiy D, Piovesan D, Salladini E, Salzberg SL, Sommer MJ, Steinegger M, Suhajda E, Svergun D, Tenorio-Ku L, Tosatto S, Tunyasuvunakool K, Waterhouse AM, Žídek A, Schwede T, Orengo C, Velankar S. Varadi M, et al. Among authors: hassabis d. Gigascience. 2022 Nov 30;11:giac118. doi: 10.1093/gigascience/giac118. Gigascience. 2022. PMID: 36448847 Free PMC article.
Neural scene representation and rendering.
Eslami SMA, Jimenez Rezende D, Besse F, Viola F, Morcos AS, Garnelo M, Ruderman A, Rusu AA, Danihelka I, Gregor K, Reichert DP, Buesing L, Weber T, Vinyals O, Rosenbaum D, Rabinowitz N, King H, Hillier C, Botvinick M, Wierstra D, Kavukcuoglu K, Hassabis D. Eslami SMA, et al. Among authors: hassabis d. Science. 2018 Jun 15;360(6394):1204-1210. doi: 10.1126/science.aar6170. Science. 2018. PMID: 29903970
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: hassabis d. Science. 2022 Dec 2;378(6623):990-996. doi: 10.1126/science.add4679. Epub 2022 Dec 1. Science. 2022. PMID: 36454847
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: hassabis d. Nat Commun. 2024 Mar 19;15(1):1906. doi: 10.1038/s41467-024-45965-x. Nat Commun. 2024. PMID: 38503774 Free PMC article.
Reply to Huszár: The elastic weight consolidation penalty is empirically valid.
Kirkpatrick J, Pascanu R, Rabinowitz N, Veness J, Desjardins G, Rusu AA, Milan K, Quan J, Ramalho T, Grabska-Barwinska A, Hassabis D, Clopath C, Kumaran D, Hadsell R. Kirkpatrick J, et al. Among authors: hassabis d. Proc Natl Acad Sci U S A. 2018 Mar 13;115(11):E2498. doi: 10.1073/pnas.1800157115. Epub 2018 Feb 20. Proc Natl Acad Sci U S A. 2018. PMID: 29463734 Free PMC article. No abstract available.
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: hassabis d. Science. 2019 May 31;364(6443):859-865. doi: 10.1126/science.aau6249. Science. 2019. PMID: 31147514
Highly accurate protein structure prediction for the human proteome.
Tunyasuvunakool K, Adler J, Wu Z, Green T, Zielinski M, Žídek A, Bridgland A, Cowie A, Meyer C, Laydon A, Velankar S, Kleywegt GJ, Bateman A, Evans R, Pritzel A, Figurnov M, Ronneberger O, Bates R, Kohl SAA, Potapenko A, Ballard AJ, Romera-Paredes B, Nikolov S, Jain R, Clancy E, Reiman D, Petersen S, Senior AW, Kavukcuoglu K, Birney E, Kohli P, Jumper J, Hassabis D. Tunyasuvunakool K, et al. Among authors: hassabis d. Nature. 2021 Aug;596(7873):590-596. doi: 10.1038/s41586-021-03828-1. Epub 2021 Jul 22. Nature. 2021. PMID: 34293799 Free PMC article.
Accurate proteome-wide missense variant effect prediction with AlphaMissense.
Cheng J, Novati G, Pan J, Bycroft C, Žemgulytė A, Applebaum T, Pritzel A, Wong LH, Zielinski M, Sargeant T, Schneider RG, Senior AW, Jumper J, Hassabis D, Kohli P, Avsec Ž. Cheng J, et al. Among authors: hassabis d. Science. 2023 Sep 22;381(6664):eadg7492. doi: 10.1126/science.adg7492. Epub 2023 Sep 22. Science. 2023. PMID: 37733863 Free article.
81 results