Backpropagation and the brain
Lillicrap, Timothy P., Santoro, Adam, Marris, Luke, Akerman, Colin J., Hinton, Geoffrey
Published in Nature reviews. Neuroscience (01.06.2020)
Published in Nature reviews. Neuroscience (01.06.2020)
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Human-level performance in 3D multiplayer games with population-based reinforcement learning
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
Published in Science (American Association for the Advancement of Science) (31.05.2019)
Published in Science (American Association for the Advancement of Science) (31.05.2019)
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Journal Article
Developing, evaluating and scaling learning agents in multi-agent environments
Gemp, Ian, Anthony, Thomas, Bachrach, Yoram, Bhoopchand, Avishkar, Bullard, Kalesha, Connor, Jerome, Dasagi, Vibhavari, De Vylder, Bart, Duéñez-Guzmán, Edgar A., Elie, Romuald, Everett, Richard, Hennes, Daniel, Hughes, Edward, Khan, Mina, Lanctot, Marc, Larson, Kate, Lever, Guy, Liu, Siqi, Marris, Luke, McKee, Kevin R., Muller, Paul, Pérolat, Julien, Strub, Florian, Tacchetti, Andrea, Tarassov, Eugene, Wang, Zhe, Tuyls, Karl
Published in Ai communications (01.01.2022)
Published in Ai communications (01.01.2022)
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Journal Article
Convex Markov Games: A Framework for Fairness, Imitation, and Creativity in Multi-Agent Learning
Gemp, Ian, Haupt, Andreas, Marris, Luke, Liu, Siqi, Piliouras, Georgios
Year of Publication 21.10.2024
Year of Publication 21.10.2024
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Journal Article
NfgTransformer: Equivariant Representation Learning for Normal-form Games
Liu, Siqi, Marris, Luke, Piliouras, Georgios, Gemp, Ian, Heess, Nicolas
Year of Publication 13.02.2024
Year of Publication 13.02.2024
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Journal Article
Visualizing 2x2 Normal-Form Games: twoxtwogame LaTeX Package
Marris, Luke, Gemp, Ian, Liu, Siqi, Leibo, Joel Z, Piliouras, Georgios
Year of Publication 26.02.2024
Year of Publication 26.02.2024
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Journal Article
Neural Population Learning beyond Symmetric Zero-sum Games
Liu, Siqi, Marris, Luke, Lanctot, Marc, Piliouras, Georgios, Leibo, Joel Z, Heess, Nicolas
Year of Publication 10.01.2024
Year of Publication 10.01.2024
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Journal Article
States as Strings as Strategies: Steering Language Models with Game-Theoretic Solvers
Gemp, Ian, Bachrach, Yoram, Lanctot, Marc, Patel, Roma, Dasagi, Vibhavari, Marris, Luke, Piliouras, Georgios, Liu, Siqi, Tuyls, Karl
Year of Publication 24.01.2024
Year of Publication 24.01.2024
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Journal Article
Multi-Agent Training beyond Zero-Sum with Correlated Equilibrium Meta-Solvers
Marris, Luke, Muller, Paul, Lanctot, Marc, Tuyls, Karl, Graepel, Thore
Year of Publication 17.06.2021
Year of Publication 17.06.2021
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Journal Article
Evaluating Agents using Social Choice Theory
Lanctot, Marc, Larson, Kate, Bachrach, Yoram, Marris, Luke, Li, Zun, Bhoopchand, Avishkar, Anthony, Thomas, Tanner, Brian, Koop, Anna
Year of Publication 05.12.2023
Year of Publication 05.12.2023
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Journal Article
Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers
Marris, Luke, Gemp, Ian, Anthony, Thomas, Tacchetti, Andrea, Liu, Siqi, Tuyls, Karl
Year of Publication 17.10.2022
Year of Publication 17.10.2022
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Journal Article
Game Theoretic Rating in N-player general-sum games with Equilibria
Marris, Luke, Lanctot, Marc, Gemp, Ian, Omidshafiei, Shayegan, McAleer, Stephen, Connor, Jerome, Tuyls, Karl, Graepel, Thore
Year of Publication 05.10.2022
Year of Publication 05.10.2022
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