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Joel Z. Leibo

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Melting Pot 2.0

Nov 24, 2022
John P. Agapiou, Alexander Sasha Vezhnevets, Edgar A. Duéñez-Guzmán, Jayd Matyas, Yiran Mao, Peter Sunehag, Raphael Köster, Udari Madhushani, Kavya Kopparapu, Ramona Comanescu, DJ Strouse, Michael B. Johanson, Sukhdeep Singh, Julia Haas, Igor Mordatch, Dean Mobbs, Joel Z. Leibo

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The emergence of division of labor through decentralized social sanctioning

Aug 12, 2022
Anil Yaman, Joel Z. Leibo, Giovanni Iacca, Sang Wan Lee

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Emergent Bartering Behaviour in Multi-Agent Reinforcement Learning

May 13, 2022
Michael Bradley Johanson, Edward Hughes, Finbarr Timbers, Joel Z. Leibo

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Hidden Agenda: a Social Deduction Game with Diverse Learned Equilibria

Jan 05, 2022
Kavya Kopparapu, Edgar A. Duéñez-Guzmán, Jayd Matyas, Alexander Sasha Vezhnevets, John P. Agapiou, Kevin R. McKee, Richard Everett, Janusz Marecki, Joel Z. Leibo, Thore Graepel

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Statistical discrimination in learning agents

Oct 21, 2021
Edgar A. Duéñez-Guzmán, Kevin R. McKee, Yiran Mao, Ben Coppin, Silvia Chiappa, Alexander Sasha Vezhnevets, Michiel A. Bakker, Yoram Bachrach, Suzanne Sadedin, William Isaac, Karl Tuyls, Joel Z. Leibo

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Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot

Jul 14, 2021
Joel Z. Leibo, Edgar Duéñez-Guzmán, Alexander Sasha Vezhnevets, John P. Agapiou, Peter Sunehag, Raphael Koster, Jayd Matyas, Charles Beattie, Igor Mordatch, Thore Graepel

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Meta-control of social learning strategies

Jun 18, 2021
Anil Yaman, Nicolas Bredeche, Onur Çaylak, Joel Z. Leibo, Sang Wan Lee

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Deep reinforcement learning models the emergent dynamics of human cooperation

Mar 08, 2021
Kevin R. McKee, Edward Hughes, Tina O. Zhu, Martin J. Chadwick, Raphael Koster, Antonio Garcia Castaneda, Charlie Beattie, Thore Graepel, Matt Botvinick, Joel Z. Leibo

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Quantifying environment and population diversity in multi-agent reinforcement learning

Feb 16, 2021
Kevin R. McKee, Joel Z. Leibo, Charlie Beattie, Richard Everett

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Modelling Cooperation in Network Games with Spatio-Temporal Complexity

Feb 13, 2021
Michiel A. Bakker, Richard Everett, Laura Weidinger, Iason Gabriel, William S. Isaac, Joel Z. Leibo, Edward Hughes

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