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Page 1
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: munos r. Nat Commun. 2020 Nov 5;11(1):5603. doi: 10.1038/s41467-020-19244-4. Nat Commun. 2020. PMID: 33154362 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: munos r. Sci Rep. 2019 Jul 9;9(1):9937. doi: 10.1038/s41598-019-45619-9. Sci Rep. 2019. PMID: 31289288 Free PMC article.
A distributional code for value in dopamine-based reinforcement learning.
Dabney W, Kurth-Nelson Z, Uchida N, Starkweather CK, Hassabis D, Munos R, Botvinick M. Dabney W, et al. Among authors: munos r. Nature. 2020 Jan;577(7792):671-675. doi: 10.1038/s41586-019-1924-6. Epub 2020 Jan 15. Nature. 2020. PMID: 31942076 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: munos r. Science. 2022 Dec 2;378(6623):990-996. doi: 10.1126/science.add4679. Epub 2022 Dec 1. Science. 2022. PMID: 36454847
REAL-PANLAR Project for the Implementation and Accreditation of Centers of Excellence in Rheumatoid Arthritis Throughout Latin America: A Consensus Position Paper From REAL-PANLAR Group on Improvement of Rheumatoid Arthritis Care in Latin America Establishing Centers of Excellence.
Santos-Moreno P, Galarza-Maldonado C, Caballero-Uribe CV, Cardiel MH, Massardo L, Soriano ER, Olano JA, Díaz Coto JF, Durán Pozo GR, da Silveira IG, de Castrejón VJ, Pérez LL, Méndez Justo CA, Montufar Guardado RA, Muños R, Elvir SM, Paredes Domínguez ER, Pons-Estel B, Ríos Acosta CR, Sandino S, Toro Gutiérrez CE, Villegas de Morales SM, Pineda C. Santos-Moreno P, et al. Among authors: munos r. J Clin Rheumatol. 2015 Jun;21(4):175-80. doi: 10.1097/RHU.0000000000000247. J Clin Rheumatol. 2015. PMID: 26010179 Free PMC article.
Worldwide human papillomavirus genotype attribution in over 2000 cases of intraepithelial and invasive lesions of the vulva.
de Sanjosé S, Alemany L, Ordi J, Tous S, Alejo M, Bigby SM, Joura EA, Maldonado P, Laco J, Bravo IG, Vidal A, Guimerà N, Cross P, Wain GV, Petry KU, Mariani L, Bergeron C, Mandys V, Sica AR, Félix A, Usubutun A, Seoud M, Hernández-Suárez G, Nowakowski AM, Wilson G, Dalstein V, Hampl M, Kasamatsu ES, Lombardi LE, Tinoco L, Alvarado-Cabrero I, Perrotta M, Bhatla N, Agorastos T, Lynch CF, Goodman MT, Shin HR, Viarheichyk H, Jach R, Cruz MO, Velasco J, Molina C, Bornstein J, Ferrera A, Domingo EJ, Chou CY, Banjo AF, Castellsagué X, Pawlita M, Lloveras B, Quint WG, Muñoz N, Bosch FX; HPV VVAP study group. de Sanjosé S, et al. Eur J Cancer. 2013 Nov;49(16):3450-61. doi: 10.1016/j.ejca.2013.06.033. Epub 2013 Jul 22. Eur J Cancer. 2013. PMID: 23886586