Mastering the game of Stratego with model-free multiagent reinforcement learning by Perolat, Julien, De Vylder, Bart, Hennes, Daniel, Tarassov, Eugene, Strub, Florian, de Boer, Vincent, Muller, Paul, Connor, Jerome T., Burch, Neil, Anthony, Thomas, McAleer, Stephen, Elie, Romuald, Cen, Sarah H., Wang, Zhe, Gruslys, Audrunas, Malysheva, Aleksandra, Khan, Mina, Ozair, Sherjil, Timbers, Finbarr, Pohlen, Toby, Eccles, Tom, Rowland, Mark, Lanctot, Marc, Lespiau, Jean-Baptiste, Piot, Bilal, Omidshafiei, Shayegan, Lockhart, Edward, Sifre, Laurent, Beauguerlange, Nathalie, Munos, Remi, Silver, David, Singh, Satinder, Hassabis, Demis, Tuyls, Karl

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α-Rank: Multi-Agent Evaluation by Evolution by Omidshafiei, Shayegan, Papadimitriou, Christos, Piliouras, Georgios, Tuyls, Karl, Rowland, Mark, Lespiau, Jean-Baptiste, Czarnecki, Wojciech M., Lanctot, Marc, Perolat, Julien, Munos, Remi

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Faster sorting algorithms discovered using deep reinforcement learning by Mankowitz, Daniel J., Michi, Andrea, Zhernov, Anton, Gelmi, Marco, Selvi, Marco, Paduraru, Cosmin, Leurent, Edouard, Iqbal, Shariq, Lespiau, Jean-Baptiste, Ahern, Alex, Köppe, Thomas, Millikin, Kevin, Gaffney, Stephen, Elster, Sophie, Broshear, Jackson, Gamble, Chris, Milan, Kieran, Tung, Robert, Hwang, Minjae, Cemgil, Taylan, Barekatain, Mohammadamin, Li, Yujia, Mandhane, Amol, Hubert, Thomas, Schrittwieser, Julian, Hassabis, Demis, Kohli, Pushmeet, Riedmiller, Martin, Vinyals, Oriol, Silver, David

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Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning by Perolat, Julien, de Vylder, Bart, Hennes, Daniel, Tarassov, Eugene, Strub, Florian, de Boer, Vincent, Muller, Paul, Connor, Jerome T, Burch, Neil, Thomas, Anthony, McAleer, Stephen, Elie, Romuald, Cen, Sarah H, Wang, Zhe, Gruslys, Audrunas, Malysheva, Aleksandra, Khan, Mina, Ozair, Sherjil, Timbers, Finbarr, Pohlen, Toby, Eccles, Tom, Rowland, Mark, Lanctot, Marc, Jean-Baptiste Lespiau, Piot, Bilal, Shayegan Omidshafiei, Lockhart, Edward, Sifre, Laurent, Beauguerlange, Nathalie, Munos, Remi, Silver, David, Singh, Satinder, Hassabis, Demis, Tuyls, Karl

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Machine Translation Decoding beyond Beam Search by Leblond, Rémi, Jean-Baptiste Alayrac, Sifre, Laurent, Pislar, Miruna, Jean-Baptiste Lespiau, Antonoglou, Ioannis, Simonyan, Karen, Vinyals, Oriol

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Accelerating Large Language Model Decoding with Speculative Sampling by Chen, Charlie, Borgeaud, Sebastian, Irving, Geoffrey, Jean-Baptiste Lespiau, Sifre, Laurent, Jumper, John

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Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries by Vodrahalli, Kiran, Ontanon, Santiago, Tripuraneni, Nilesh, Xu, Kelvin, Jain, Sanil, Shivanna, Rakesh, Hui, Jeffrey, Dikkala, Nishanth, Kazemi, Mehran, Fatemi, Bahare, Rohan, Anil, Dyer, Ethan, Shakeri, Siamak, Vij, Roopali, Mehta, Harsh, Ramasesh, Vinay, Le, Quoc, Chi, Ed, Lu, Yifeng, Firat, Orhan, Lazaridou, Angeliki, Jean-Baptiste Lespiau, Attaluri, Nithya, Olszewska, Kate

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DiscoGen: Learning to Discover Gene Regulatory Networks by Ke, Nan Rosemary, Dunn, Sara-Jane, Bornschein, Jorg, Chiappa, Silvia, Rey, Melanie, Jean-Baptiste Lespiau, Cassirer, Albin, Wang, Jane, Weber, Theophane, Barrett, David, Botvinick, Matthew, Goyal, Anirudh, Mozer, Mike, Rezende, Danilo

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Computing Approximate Equilibria in Sequential Adversarial Games by Exploitability Descent by Lockhart, Edward, Lanctot, Marc, Pérolat, Julien, Jean-Baptiste Lespiau, Morrill, Dustin, Timbers, Finbarr, Tuyls, Karl

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Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search by Buesing, Lars, Weber, Theophane, Zwols, Yori, Racaniere, Sebastien, Guez, Arthur, Jean-Baptiste Lespiau, Heess, Nicolas

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The Advantage Regret-Matching Actor-Critic by Gruslys, Audrūnas, Lanctot, Marc, Munos, Rémi, Timbers, Finbarr, Schmid, Martin, Perolat, Julien, Morrill, Dustin, Zambaldi, Vinicius, Jean-Baptiste Lespiau, Schultz, John, Azar, Mohammad Gheshlaghi, Bowling, Michael, Tuyls, Karl

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Improving language models by retrieving from trillions of tokens by 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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Neural Replicator Dynamics by Hennes, Daniel, Morrill, Dustin, Shayegan Omidshafiei, Munos, Remi, Perolat, Julien, Lanctot, Marc, Gruslys, Audrunas, Jean-Baptiste Lespiau, Parmas, Paavo, Duenez-Guzman, Edgar, Tuyls, Karl

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From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization by Perolat, Julien, Munos, Remi, Jean-Baptiste Lespiau, Shayegan Omidshafiei, Rowland, Mark, Ortega, Pedro, Burch, Neil, Thomas, Anthony, Balduzzi, David, De Vylder, Bart, Piliouras, Georgios, Lanctot, Marc, Tuyls, Karl

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(\alpha\)-Rank: Multi-Agent Evaluation by Evolution by Shayegan Omidshafiei, Papadimitriou, Christos, Piliouras, Georgios, Tuyls, Karl, Rowland, Mark, Jean-Baptiste Lespiau, Czarnecki, Wojciech M, Lanctot, Marc, Perolat, Julien, Munos, Remi

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OpenSpiel: A Framework for Reinforcement Learning in Games by Lanctot, Marc, Lockhart, Edward, Jean-Baptiste Lespiau, Zambaldi, Vinicius, Upadhyay, Satyaki, Pérolat, Julien, Srinivasan, Sriram, Timbers, Finbarr, Tuyls, Karl, Shayegan Omidshafiei, Hennes, Daniel, Morrill, Dustin, Muller, Paul, Ewalds, Timo, Faulkner, Ryan, Kramár, János, De Vylder, Bart, Brennan Saeta, Bradbury, James, Ding, David, Borgeaud, Sebastian, Lai, Matthew, Schrittwieser, Julian, Thomas, Anthony, Hughes, Edward, Danihelka, Ivo, Ryan-Davis, Jonah

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