α-Rank: Multi-Agent Evaluation by Evolution von 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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Human-level performance in 3D multiplayer games with population-based reinforcement learning von Jaderberg, Max, Czarnecki, Wojciech M, Dunning, Iain, Marris, Luke, Lever, Guy, Castañeda, Antonio Garcia, Beattie, Charles, Rabinowitz, Neil C, Morcos, Ari S, Ruderman, Avraham, Sonnerat, Nicolas, Green, Tim, Deason, Louise, Leibo, Joel Z, Silver, David, Hassabis, Demis, Kavukcuoglu, Koray, Graepel, Thore

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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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Navigating the landscape of multiplayer games von Omidshafiei, Shayegan, Tuyls, Karl, Czarnecki, Wojciech M., Santos, Francisco C., Rowland, Mark, Connor, Jerome, Hennes, Daniel, Muller, Paul, Pérolat, Julien, Vylder, Bart De, Gruslys, Audrunas, Munos, Rémi

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Negotiating team formation using deep reinforcement learning von Bachrach, Yoram, Everett, Richard, Hughes, Edward, Lazaridou, Angeliki, Leibo, Joel Z., Lanctot, Marc, Johanson, Michael, Czarnecki, Wojciech M., Graepel, Thore

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From motor control to team play in simulated humanoid football von Liu, Siqi, Lever, Guy, Wang, Zhe, Merel, Josh, Eslami, S. M. Ali, Hennes, Daniel, Czarnecki, Wojciech M., Tassa, Yuval, Omidshafiei, Shayegan, Abdolmaleki, Abbas, Siegel, Noah Y., Hasenclever, Leonard, Marris, Luke, Tunyasuvunakool, Saran, Song, H. Francis, Wulfmeier, Markus, Muller, Paul, Haarnoja, Tuomas, Tracey, Brendan, Tuyls, Karl, Graepel, Thore, Heess, Nicolas

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Extremely Randomized Machine Learning Methods for Compound Activity Prediction von Czarnecki, Wojciech M, Podlewska, Sabina, Bojarski, Andrzej J

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Robust optimization of SVM hyperparameters in the classification of bioactive compounds von Czarnecki, Wojciech M, Podlewska, Sabina, Bojarski, Andrzej J

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Creating the New from the Old: Combinatorial Libraries Generation with Machine-Learning-Based Compound Structure Optimization von Podlewska, Sabina, Czarnecki, Wojciech M, Kafel, Rafał, Bojarski, Andrzej J

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Substructural Connectivity Fingerprint and Extreme Entropy Machines-A New Method of Compound Representation and Analysis von Rataj, Krzysztof, Czarnecki, Wojciech, Podlewska, Sabina, Pocha, Agnieszka, Bojarski, Andrzej J

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Quo vadis G protein-coupled receptor ligands? A tool for analysis of the emergence of new groups of compounds over time von Leśniak, Damian, Jastrzębski, Stanisław, Podlewska, Sabina, Czarnecki, Wojciech M., Bojarski, Andrzej J.

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Multithreshold Entropy Linear Classifier: Theory and applications von Czarnecki, Wojciech Marian, Tabor, Jacek

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Extreme entropy machines: robust information theoretic classification von Czarnecki, Wojciech Marian, Tabor, Jacek

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Two ellipsoid Support Vector Machines von Czarnecki, Wojciech Marian, Tabor, Jacek

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Adaptive Active Learning with Ensemble of Learners and Multiclass Problems von Czarnecki, Wojciech Marian

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Multilayer Neural Networks with Receptive Fields as a Model for the Neuron Reconstruction Problem von Czarnecki, Wojciech

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Exploiting uncertainty measures in compounds activity prediction using support vector machines von Smusz, Sabina, Czarnecki, Wojciech Marian, Warszycki, Dawid, Bojarski, Andrzej J.

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Human-level performance in 3D multiplayer games with populationbased reinforcement learning von Jaderberg, Max, Czarnecki, Wojciech M., Dunning, Iain, Marris, Luke, Lever, Guy, Castañeda, Antonio Garcia, Beattie, Charles, Rabinowitz, Neil C., Morcos, Ari S., Ruderman, Avraham, Sonnerat, Nicolas, Green, Tim, Deason, Louise, Leibo, Joel Z., Silver, David, Hassabis, Demis, Kavukcuoglu, Koray, Graepel, Thore

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Application of genetic algorithms to model the structure of molecular crystals von Luzny, Wojciech, Czarnecki, Wojciech

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Machine Learning with Known Input Data Uncertainty Measure von Czarnecki, Wojciech M., Podolak, Igor T.

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