Grandmaster level in StarCraft II using multi-agent reinforcement learning von Vinyals, Oriol, Babuschkin, Igor, Czarnecki, Wojciech M., Mathieu, Michaël, Dudzik, Andrew, Chung, Junyoung, Choi, David H., Powell, Richard, Ewalds, Timo, Georgiev, Petko, Oh, Junhyuk, Horgan, Dan, Kroiss, Manuel, Danihelka, Ivo, Huang, Aja, Sifre, Laurent, Cai, Trevor, Agapiou, John P., Jaderberg, Max, Vezhnevets, Alexander S., Leblond, Rémi, Pohlen, Tobias, Dalibard, Valentin, Budden, David, Sulsky, Yury, Molloy, James, Paine, Tom L., Gulcehre, Caglar, Wang, Ziyu, Pfaff, Tobias, Wu, Yuhuai, Ring, Roman, Yogatama, Dani, Wünsch, Dario, McKinney, Katrina, Smith, Oliver, Schaul, Tom, Lillicrap, Timothy, Kavukcuoglu, Koray, Hassabis, Demis, Apps, Chris, Silver, David

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Red Teaming Language Models with Language Models von Perez, Ethan, Huang, Saffron, Song, Francis, Cai, Trevor, Ring, Roman, Aslanides, John, Glaese, Amelia, McAleese, Nat, Irving, Geoffrey

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AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning von Mathieu, Michaël, Ozair, Sherjil, Srinivasan, Srivatsan, Gulcehre, Caglar, Zhang, Shangtong, Jiang, Ray, Paine, Tom Le, Powell, Richard, Żołna, Konrad, Schrittwieser, Julian, Choi, David, Georgiev, Petko, Toyama, Daniel, Huang, Aja, Ring, Roman, Babuschkin, Igor, Ewalds, Timo, Bordbar, Mahyar, Henderson, Sarah, Colmenarejo, Sergio Gómez, Oord, Aäron van den, Czarnecki, Wojciech Marian, de Freitas, Nando, Vinyals, Oriol

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Flamingo: a Visual Language Model for Few-Shot Learning von Alayrac, Jean-Baptiste, Donahue, Jeff, Luc, Pauline, Miech, Antoine, Barr, Iain, Hasson, Yana, Lenc, Karel, Mensch, Arthur, Millican, Katie, Reynolds, Malcolm, Ring, Roman, Rutherford, Eliza, Cabi, Serkan, Han, Tengda, Gong, Zhitao, Samangooei, Sina, Monteiro, Marianne, Menick, Jacob, Borgeaud, Sebastian, Brock, Andrew, Nematzadeh, Aida, Sharifzadeh, Sahand, Binkowski, Mikolaj, Barreira, Ricardo, Vinyals, Oriol, Zisserman, Andrew, Simonyan, Karen

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Improving language models by retrieving from trillions of tokens von Borgeaud, Sebastian, Mensch, Arthur, Hoffmann, Jordan, Cai, Trevor, Rutherford, Eliza, Millican, Katie, Driessche, George van den, Lespiau, Jean-Baptiste, Damoc, Bogdan, Clark, Aidan, Casas, Diego de Las, Guy, Aurelia, Menick, Jacob, Ring, Roman, Hennigan, Tom, Huang, Saffron, Maggiore, Loren, Jones, Chris, Cassirer, Albin, Brock, Andy, Paganini, Michela, Irving, Geoffrey, Vinyals, Oriol, Osindero, Simon, Simonyan, Karen, Rae, Jack W, Elsen, Erich, Sifre, Laurent

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LANGUAGE MODEL FOR PROCESSING A MULTI-MODE QUERY INPUT von ALAYRAC, Jean-Baptiste, BARR, Iain, RING, Roman, MIECH, Antoine, MENSCH, Arthur, HASSON, Yana Elizabeth, LUC, Pauline, REYNOLDS, Malcolm Kevin Campbell, DONAHUE, Jeffrey, LENC, Karel, MILLICAN, Katherine Elizabeth, SIMONYAN, Karen

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Red Teaming Language Models with Language Models von Perez, Ethan, Huang, Saffron, Song, Francis, Cai, Trevor, Ring, Roman, Aslanides, John, Glaese, Amelia, McAleese, Nat, Irving, Geoffrey

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LANGUAGE MODEL FOR PROCESSING A MULTI-MODE QUERY INPUT von Miech, Antoine, Lenc, Karel, Alayrac, Jean-Baptiste, Barr, Iain, Simonyan, Karen, Hasson, Yana Elizabeth, Donahue, Jeffrey, Reynolds, Malcolm Kevin Campbell, Luc, Pauline, Millican, Katherine Elizabeth, Mensch, Arthur, Ring, Roman

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LANGUAGE MODEL FOR PROCESSING A MULTI-MODE QUERY INPUT von ALAYRAC, Jean-Baptiste, BARR, Iain, RING, Roman, MIECH, Antoine, MENSCH, Arthur, HASSON, Yana Elizabeth, LUC, Pauline, REYNOLDS, Malcolm Kevin Campbell, DONAHUE, Jeffrey, LENC, Karel, MILLICAN, Katherine Elizabeth, SIMONYAN, Karen

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Scaling Language Models: Methods, Analysis & Insights from Training Gopher von Rae, Jack W, Borgeaud, Sebastian, Cai, Trevor, Millican, Katie, Hoffmann, Jordan, Song, Francis, Aslanides, John, Henderson, Sarah, Ring, Roman, Young, Susannah, Rutherford, Eliza, Hennigan, Tom, Menick, Jacob, Cassirer, Albin, Powell, Richard, Driessche, George van den, Hendricks, Lisa Anne, Rauh, Maribeth, Huang, Po-Sen, Glaese, Amelia, Welbl, Johannes, Dathathri, Sumanth, Huang, Saffron, Uesato, Jonathan, Mellor, John, Higgins, Irina, Creswell, Antonia, McAleese, Nat, Wu, Amy, Elsen, Erich, Jayakumar, Siddhant, Buchatskaya, Elena, Budden, David, Sutherland, Esme, Simonyan, Karen, Paganini, Michela, Sifre, Laurent, Martens, Lena, Li, Xiang Lorraine, Kuncoro, Adhiguna, Nematzadeh, Aida, Gribovskaya, Elena, Donato, Domenic, Lazaridou, Angeliki, Mensch, Arthur, Lespiau, Jean-Baptiste, Tsimpoukelli, Maria, Grigorev, Nikolai, Fritz, Doug, Sottiaux, Thibault, Pajarskas, Mantas, Pohlen, Toby, Gong, Zhitao, Toyama, Daniel, d'Autume, Cyprien de Masson, Li, Yujia, Terzi, Tayfun, Mikulik, Vladimir, Babuschkin, Igor, Clark, Aidan, Casas, Diego de Las, Guy, Aurelia, Jones, Chris, Bradbury, James, Johnson, Matthew, Hechtman, Blake, Weidinger, Laura, Gabriel, Iason, Isaac, William, Lockhart, Ed, Osindero, Simon, Rimell, Laura, Dyer, Chris, Vinyals, Oriol, Ayoub, Kareem, Stanway, Jeff, Bennett, Lorrayne, Hassabis, Demis, Kavukcuoglu, Koray, Irving, Geoffrey

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AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning von Mathieu, Michaël, Ozair, Sherjil, Srinivasan, Srivatsan, Gulcehre, Caglar, Zhang, Shangtong, Jiang, Ray, Tom Le Paine, Powell, Richard, Żołna, Konrad, Schrittwieser, Julian, Choi, David, Georgiev, Petko, Toyama, Daniel, Huang, Aja, Ring, Roman, Babuschkin, Igor, Ewalds, Timo, Bordbar, Mahyar, Henderson, Sarah, Sergio Gómez Colmenarejo, Aäron van den Oord, Czarnecki, Wojciech Marian, Nando de Freitas, Vinyals, Oriol

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Flamingo: a Visual Language Model for Few-Shot Learning von Jean-Baptiste Alayrac, Donahue, Jeff, Luc, Pauline, Miech, Antoine, Barr, Iain, Hasson, Yana, Lenc, Karel, Mensch, Arthur, Millican, Katie, Reynolds, Malcolm, Ring, Roman, Rutherford, Eliza, Cabi, Serkan, Han, Tengda, Gong, Zhitao, Samangooei, Sina, Monteiro, Marianne, Menick, Jacob, Borgeaud, Sebastian, Brock, Andrew, Nematzadeh, Aida, Sharifzadeh, Sahand, Binkowski, Mikolaj, Barreira, Ricardo, Vinyals, Oriol, Zisserman, Andrew, Simonyan, Karen

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Improving language models by retrieving from trillions of tokens von Borgeaud, Sebastian, Mensch, Arthur, Hoffmann, Jordan, Cai, Trevor, Rutherford, Eliza, Millican, Katie, van den Driessche, George, Jean-Baptiste Lespiau, Damoc, Bogdan, Clark, Aidan, de Las Casas, Diego, Guy, Aurelia, Menick, Jacob, Ring, Roman, Hennigan, Tom, Huang, Saffron, Maggiore, Loren, Jones, Chris, Cassirer, Albin, Brock, Andy, Paganini, Michela, Irving, Geoffrey, Vinyals, Oriol, Osindero, Simon, Simonyan, Karen, Rae, Jack W, Elsen, Erich, Sifre, Laurent

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멀티 모드 쿼리 입력 프로세싱을 위한 언어 모델 von MENSCH ARTHUR, BARR IAIN, REYNOLDS MALCOLM KEVIN CAMPBELL, DONAHUE JEFFREY, ALAYRAC JEAN BAPTISTE, MILLICAN KATHERINE ELIZABETH, LUC PAULINE, MIECH ANTOINE, LENC KAREL, HASSON YANA ELIZABETH, SIMONYAN KAREN, RING ROMAN

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Scaling Language Models: Methods, Analysis & Insights from Training Gopher von Rae, Jack W, Borgeaud, Sebastian, Cai, Trevor, Millican, Katie, Hoffmann, Jordan, Song, Francis, Aslanides, John, Henderson, Sarah, Ring, Roman, Young, Susannah, Rutherford, Eliza, Hennigan, Tom, Menick, Jacob, Cassirer, Albin, Powell, Richard, van den Driessche, George, Hendricks, Lisa Anne, Rauh, Maribeth, Po-Sen, Huang, Glaese, Amelia, Welbl, Johannes, Dathathri, Sumanth, Huang, Saffron, Uesato, Jonathan, Mellor, John, Higgins, Irina, Creswell, Antonia, McAleese, Nat, Wu, Amy, Elsen, Erich, Jayakumar, Siddhant, Buchatskaya, Elena, Budden, David, Sutherland, Esme, Simonyan, Karen, Paganini, Michela, Sifre, Laurent, Martens, Lena, Li, Xiang Lorraine, Kuncoro, Adhiguna, Nematzadeh, Aida, Gribovskaya, Elena, Donato, Domenic, Lazaridou, Angeliki, Mensch, Arthur, Jean-Baptiste Lespiau, Tsimpoukelli, Maria, Grigorev, Nikolai, Fritz, Doug, Sottiaux, Thibault, Mantas Pajarskas, Pohlen, Toby, Gong, Zhitao, Toyama, Daniel, Cyprien de Masson d'Autume, Li, Yujia, Terzi, Tayfun, Mikulik, Vladimir, Babuschkin, Igor, Clark, Aidan, de Las Casas, Diego, Guy, Aurelia, Jones, Chris, Bradbury, James, Johnson, Matthew, Hechtman, Blake, Weidinger, Laura, Iason Gabriel, Isaac, William, Lockhart, Ed, Osindero, Simon, Rimell, Laura, Dyer, Chris, Vinyals, Oriol, Ayoub, Kareem, Stanway, Jeff, Bennett, Lorrayne, Hassabis, Demis, Kavukcuoglu, Koray, Irving, Geoffrey

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CD47-blocking immunotherapies stimulate macrophage-mediated destruction of small-cell lung cancer von Weiskopf, Kipp, Jahchan, Nadine S, Schnorr, Peter J, Cristea, Sandra, Ring, Aaron M, Maute, Roy L, Volkmer, Anne K, Volkmer, Jens-Peter, Liu, Jie, Lim, Jing Shan, Yang, Dian, Seitz, Garrett, Nguyen, Thuyen, Wu, Di, Jude, Kevin, Guerston, Heather, Barkal, Amira, Trapani, Francesca, George, Julie, Poirier, John T, Gardner, Eric E, Miles, Linde A, de Stanchina, Elisa, Lofgren, Shane M, Vogel, Hannes, Winslow, Monte M, Dive, Caroline, Thomas, Roman K, Rudin, Charles M, van de Rijn, Matt, Majeti, Ravindra, Garcia, K Christopher, Weissman, Irving L, Sage, Julien

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Mucispirillum schaedleri Antagonizes Salmonella Virulence to Protect Mice against Colitis von Herp, Simone, Brugiroux, Sandrine, Garzetti, Debora, Ring, Diana, Jochum, Lara M., Beutler, Markus, Eberl, Claudia, Hussain, Saib, Walter, Steffi, Gerlach, Roman G., Ruscheweyh, Hans J., Huson, Daniel, Sellin, Mikael E., Slack, Emma, Hanson, Buck, Loy, Alexander, Baines, John F., Rausch, Philipp, Basic, Marijana, Bleich, André, Berry, David, Stecher, Bärbel

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Inflammation fuels colicin Ib-dependent competition of Salmonella serovar Typhimurium and E. coli in enterobacterial blooms von Nedialkova, Lubov Petkova, Denzler, Rémy, Koeppel, Martin B, Diehl, Manuel, Ring, Diana, Wille, Thorsten, Gerlach, Roman G, Stecher, Bärbel

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Flt1 produced by lung endothelial cells impairs ATII cell transdifferentiation and repair in pulmonary fibrosis von Volpe, Maria Concetta, Ciucci, Giulio, Zandomenego, Giulia, Vuerich, Roman, Ring, Nadja Anneliese Ruth, Vodret, Simone, Salton, Francesco, Marchesan, Pietro, Braga, Luca, Marcuzzo, Thomas, Bussani, Rossana, Colliva, Andrea, Piazza, Silvano, Confalonieri, Marco, Zacchigna, Serena

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Closed-Loop Control in Very Young Children with Type 1 Diabetes von Murata, Yuki, Takita, Morihito, Kami, Masahiro, Ring, Bruce L, Ware, Julia, Hovorka, Roman

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