A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play von Silver, David, Hubert, Thomas, Schrittwieser, Julian, Antonoglou, Ioannis, Lai, Matthew, Guez, Arthur, Lanctot, Marc, Sifre, Laurent, Kumaran, Dharshan, Graepel, Thore, Lillicrap, Timothy, Simonyan, Karen, Hassabis, Demis

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Mastering the game of Go without human knowledge von Silver, David, Schrittwieser, Julian, Simonyan, Karen, Antonoglou, Ioannis, Huang, Aja, Guez, Arthur, Hubert, Thomas, Baker, Lucas, Lai, Matthew, Bolton, Adrian, Chen, Yutian, Lillicrap, Timothy, Hui, Fan, Sifre, Laurent, van den Driessche, George, Graepel, Thore, Hassabis, Demis

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Mastering Atari, Go, chess and shogi by planning with a learned model von Schrittwieser, Julian, Antonoglou, Ioannis, Hubert, Thomas, Simonyan, Karen, Sifre, Laurent, Schmitt, Simon, Guez, Arthur, Lockhart, Edward, Hassabis, Demis, Graepel, Thore, Lillicrap, Timothy, Silver, David

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Mastering the game of Go with deep neural networks and tree search von Silver, David, Huang, Aja, Maddison, Chris J., Guez, Arthur, Sifre, Laurent, van den Driessche, George, Schrittwieser, Julian, Antonoglou, Ioannis, Panneershelvam, Veda, Lanctot, Marc, Dieleman, Sander, Grewe, Dominik, Nham, John, Kalchbrenner, Nal, Sutskever, Ilya, Lillicrap, Timothy, Leach, Madeleine, Kavukcuoglu, Koray, Graepel, Thore, Hassabis, Demis

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Human-level control through deep reinforcement learning von Mnih, Volodymyr, Kavukcuoglu, Koray, Silver, David, Rusu, Andrei A., Veness, Joel, Bellemare, Marc G., Graves, Alex, Riedmiller, Martin, Fidjeland, Andreas K., Ostrovski, Georg, Petersen, Stig, Beattie, Charles, Sadik, Amir, Antonoglou, Ioannis, King, Helen, Kumaran, Dharshan, Wierstra, Daan, Legg, Shane, Hassabis, Demis

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Learning to Search in Reinforcement Learning von Antonoglou, Ioannis

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PLANNING FOR AGENT CONTROL USING LEARNED HIDDEN STATES von Hubert, Thomas Keisuke, Schrittwieser, Julian, Antonoglou, Ioannis

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PLANNING FOR AGENT CONTROL USING LEARNED HIDDEN STATES von ANTONOGLOU, Ioannis, HUBERT, Thomas Keisuke, SCHRITTWIESER, Julian

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Vector Quantized Models for Planning von Ozair, Sherjil, Li, Yazhe, Razavi, Ali, Antonoglou, Ioannis, Oord, Aäron van den, Vinyals, Oriol

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Online and Offline Reinforcement Learning by Planning with a Learned Model von Schrittwieser, Julian, Hubert, Thomas, Mandhane, Amol, Barekatain, Mohammadamin, Antonoglou, Ioannis, Silver, David

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Learning and Planning in Complex Action Spaces von Hubert, Thomas, Schrittwieser, Julian, Antonoglou, Ioannis, Barekatain, Mohammadamin, Schmitt, Simon, Silver, David

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PLANNING FOR AGENT CONTROL USING LEARNED HIDDEN STATES von ANTONOGLOU, IOANNIS, HUBERT, THOMAS KEISUKE, SCHRITTWIESER, JULIAN

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PLANNING FOR AGENT CONTROL USING LEARNED HIDDEN STATES von ANTONOGLOU, Ioannis, HUBERT, Thomas Keisuke, SCHRITTWIESER, Julian

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Monte-Carlo Tree Search as Regularized Policy Optimization von Grill, Jean-Bastien, Altché, Florent, Tang, Yunhao, Hubert, Thomas, Valko, Michal, Antonoglou, Ioannis, Munos, Rémi

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

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Bayesian Optimization in AlphaGo von Chen, Yutian, Huang, Aja, Wang, Ziyu, Antonoglou, Ioannis, Schrittwieser, Julian, Silver, David, de Freitas, Nando

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SEQUENCE-TO SEQUENCE NEURAL NETWORK SYSTEMS USING LOOK AHEAD TREE SEARCH von Vinyals, Oriol, Leblond, Rémi Bertrand Francis, Silver, David, Sifre, Laurent, Pîslar, Miruna, Alayrac, Jean-Baptiste, Lespiau, Jean-Baptiste, Simonyan, Karen, Antonoglou, Ioannis

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Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model von Schrittwieser, Julian, Antonoglou, Ioannis, Thomas, Hubert, Simonyan, Karen, Sifre, Laurent, Schmitt, Simon, Guez, Arthur, Lockhart, Edward, Hassabis, Demis, Graepel, Thore, Lillicrap, Timothy, Silver, David

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Learning to Search with MCTSnets von Guez, Arthur, Weber, Théophane, Antonoglou, Ioannis, Simonyan, Karen, Vinyals, Oriol, Wierstra, Daan, Munos, Rémi, Silver, David

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SEQUENCE-TO SEQUENCE NEURAL NETWORK SYSTEMS USING LOOK AHEAD TREE SEARCH von ALAYRAC, Jean-Baptiste, SILVER, David, VINYALS, Oriol, PÎSLAR, Miruna, ANTONOGLOU, Ioannis, SIFRE, Laurent, LESPIAU, Jean-Baptiste, LEBLOND, Rémi Bertrand Francis, SIMONYAN, Karen

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