Navigating the landscape of multiplayer games
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
Published in Nature communications (05.11.2020)
Published in Nature communications (05.11.2020)
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Journal Article
α-Rank: Multi-Agent Evaluation by Evolution
Omidshafiei, Shayegan, Papadimitriou, Christos, Piliouras, Georgios, Tuyls, Karl, Rowland, Mark, Lespiau, Jean-Baptiste, Czarnecki, Wojciech M, Lanctot, Marc, Perolat, Julien, Munos, Remi
Published in Scientific reports (09.07.2019)
Published in Scientific reports (09.07.2019)
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Journal Article
Mastering the game of Stratego with model-free multiagent reinforcement learning
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
Published in Science (American Association for the Advancement of Science) (02.12.2022)
Published in Science (American Association for the Advancement of Science) (02.12.2022)
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Journal Article
Multiagent off-screen behavior prediction in football
Omidshafiei, Shayegan, Hennes, Daniel, Garnelo, Marta, Wang, Zhe, Recasens, Adria, Tarassov, Eugene, Yang, Yi, Elie, Romuald, Connor, Jerome T, Muller, Paul, Mackraz, Natalie, Cao, Kris, Moreno, Pol, Sprechmann, Pablo, Hassabis, Demis, Graham, Ian, Spearman, William, Heess, Nicolas, Tuyls, Karl
Published in Scientific reports (23.05.2022)
Published in Scientific reports (23.05.2022)
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Journal Article
Evolutionary Dynamics and Phi-Regret Minimization in Games
Piliouras, Georgios, Rowland, Mark, Omidshafiei, Shayegan, Elie, Romuald, Hennes, Daniel, Connor, Jerome, Tuyls, Karl
Published in The Journal of artificial intelligence research (01.01.2022)
Published in The Journal of artificial intelligence research (01.01.2022)
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Journal Article
Game Plan: What AI can do for Football, and What Football can do for AI
Tuyls, Karl, Omidshafiei, Shayegan, Muller, Paul, Wang, Zhe, Connor, Jerome, Hennes, Daniel, Graham, Ian, Spearman, William, Waskett, Tim, Steel, Dafydd, Luc, Pauline, Recasens, Adria, Galashov, Alexandre, Thornton, Gregory, Elie, Romuald, Sprechmann, Pablo, Moreno, Pol, Cao, Kris, Garnelo, Marta, Dutta, Praneet, Valko, Michal, Heess, Nicolas, Bridgland, Alex, Pérolat, Julien, De Vylder, Bart, Eslami, S. M. Ali, Rowland, Mark, Jaegle, Andrew, Munos, Remi, Back, Trevor, Ahamed, Razia, Bouton, Simon, Beauguerlange, Nathalie, Broshear, Jackson, Graepel, Thore, Hassabis, Demis
Published in The Journal of artificial intelligence research (06.05.2021)
Published in The Journal of artificial intelligence research (06.05.2021)
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Journal Article
Collision Avoidance Verification of Multiagent Systems With Learned Policies
Dong, Zihao, Omidshafiei, Shayegan, Everett, Michael
Published in IEEE control systems letters (2024)
Published in IEEE control systems letters (2024)
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Journal Article
Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning
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
Published in arXiv.org (30.06.2022)
Published in arXiv.org (30.06.2022)
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Paper
Journal Article
Navigating the Landscape of Multiplayer Games
Shayegan Omidshafiei, Tuyls, Karl, Czarnecki, Wojciech M, Santos, Francisco C, Rowland, Mark, Connor, Jerome, Hennes, Daniel, Muller, Paul, Perolat, Julien, De Vylder, Bart, Gruslys, Audrunas, Munos, Remi
Published in arXiv.org (17.11.2020)
Published in arXiv.org (17.11.2020)
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Paper
Journal Article
Learning for multi-robot cooperation in partially observable stochastic environments with macro-actions
Miao Liu, Sivakumar, Kavinayan, Omidshafiei, Shayegan, Amato, Christopher, How, Jonathan P.
Published in 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.09.2017)
Published in 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.09.2017)
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Conference Proceeding
Online heterogeneous multiagent learning under limited communication with applications to forest fire management
Ure, N. Kemal, Omidshafiei, Shayegan, Lopez, Brett Thomas, Agha-Mohammadi, Ali-akbar, How, Jonathan P., Vian, John
Published in 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.09.2015)
Published in 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.09.2015)
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Conference Proceeding
스토캐스틱 맵 인식 입체 시각 센서 모델
AGHAMOHAMMADI ALIAKBAR, REITMAYR GERHARD, WIERZYNSKI CASIMIR MATTHEW, LOTT CHRISTOPHER, SOMASUNDARAM KIRAN, OMIDSHAFIEI SHAYEGAN, BEHABADI BARDIA FALLAH, AGARWAL SAURAV, GIBSON SARAH PAIGE, DIAZ SPINDOLA SERAFIN
Year of Publication 08.08.2018
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Year of Publication 08.08.2018
Patent
Camera control for learning nonlinear target dynamics via Bayesian nonparametric Dirichlet-process Gaussian-process (DP-GP) models
Hongchuan Wei, Wenjie Lu, Pingping Zhu, Ferrari, Silvia, Klein, Robert H., Omidshafiei, Shayegan, How, Jonathan P.
Published in 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems (01.09.2014)
Published in 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems (01.09.2014)
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Conference Proceeding