Modeling human reputation-seeking behavior in a spatio-temporally complex public good provision game.

Charlie Beattie Charles Beattie DeepMind, London, UK https://orcid.org/0000-0003-1840-054X https://www.wikidata.org/entity/Q88619239

Edward Hughes 0001 Tina O. Zhu Martin J. Chadwick Raphael Koster Antonio García Castañeda Charles Beattie Thore Graepel Matthew M. Botvinick Joel Z. Leibo Modeling human reputation-seeking behavior in a spatio-temporally complex public good provision game. 2025 June abs/2506.06032 CoRR https://doi.org/10.48550/arXiv.2506.06032 db/journals/corr/corr2506.html#abs-2506-06032 streams/journals/corr

Jonas Buchli Brendan D. Tracey Tomislav Andric Christopher Wipf Yu Him Justin Chiu Matthias Lochbrunner Craig Donner Rana X. Adhikari Jan Harms Iain Barr Roland Hafner Andrea Huber Abbas Abdolmaleki Charlie Beattie Joseph Betzwieser Serkan Cabi Jonas Degrave Yuzhu Dong Leslie Fritz Anchal Gupta Oliver Groth Sandy H. Huang Tamara Norman Hannah Openshaw Jameson Rollins Greg Thornton George Van Den Driessche Markus Wulfmeier Pushmeet Kohli Martin A. Riedmiller LIGO Instrument Team Improving cosmological reach of a gravitational wave observatory using Deep Loop Shaping. 2025 September abs/2509.14016 CoRR https://doi.org/10.48550/arXiv.2509.14016 db/journals/corr/corr2509.html#abs-2509-14016 streams/journals/corr

Andrew W. Senior Thomas Edlich Francisco J. H. Heras Lei M. Zhang Oscar Higgott James S. Spencer Taylor Applebaum Sam Blackwell Justin Ledford Akvile Zemgulyte Augustin Zídek Noah Shutty Andrew Cowie Yin Li George Holland Peter Brooks Charlie Beattie Michael Newman Alex Davies Cody Jones Sergio Boixo Hartmut Neven Pushmeet Kohli Johannes Bausch A scalable and real-time neural decoder for topological quantum codes. 2025 December abs/2512.07737 CoRR https://doi.org/10.48550/arXiv.2512.07737 db/journals/corr/corr2512.html#abs-2512-07737 streams/journals/corr

Kevin R. McKee Joel Z. Leibo Charlie Beattie Richard Everett 0001 Quantifying the effects of environment and population diversity in multi-agent reinforcement learning. 21 2022 36 Auton. Agents Multi Agent Syst. 1 https://doi.org/10.1007/s10458-022-09548-8 db/journals/aamas/aamas36.html#McKeeLBE22

Joel Z. Leibo Edgar A. Duéñez-Guzmán Alexander Vezhnevets John P. Agapiou Peter Sunehag Raphael Koster Jayd Matyas Charlie Beattie Igor Mordatch Thore Graepel Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot. 6187-6199 2021 ICML http://proceedings.mlr.press/v139/leibo21a.html conf/icml/2021 db/conf/icml/icml2021.html#LeiboDVASKMBMG21

Kevin R. McKee Joel Z. Leibo Charlie Beattie Richard Everett 0001 Quantifying environment and population diversity in multi-agent reinforcement learning. 2021 abs/2102.08370 CoRR https://arxiv.org/abs/2102.08370 db/journals/corr/corr2102.html#abs-2102-08370

Kevin R. McKee Edward Hughes 0001 Tina O. Zhu Martin J. Chadwick Raphael Koster Antonio García Castañeda Charlie Beattie Thore Graepel Matthew M. Botvinick Joel Z. Leibo Deep reinforcement learning models the emergent dynamics of human cooperation. 2021 abs/2103.04982 CoRR https://arxiv.org/abs/2103.04982 db/journals/corr/corr2103.html#abs-2103-04982

Dan Rosenbaum Marta Garnelo Michal Zielinski Charlie Beattie Ellen Clancy Andrea Huber Pushmeet Kohli Andrew W. Senior John Jumper Carl Doersch S. M. Ali Eslami Olaf Ronneberger Jonas Adler Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM Images using VAEs. 2021 abs/2106.14108 CoRR https://arxiv.org/abs/2106.14108 db/journals/corr/corr2106.html#abs-2106-14108

Joel Z. Leibo Edgar A. Duéñez-Guzmán Alexander Sasha Vezhnevets John P. Agapiou Peter Sunehag Raphael Koster Jayd Matyas Charles Beattie Igor Mordatch Thore Graepel Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot. 2021 abs/2107.06857 CoRR https://arxiv.org/abs/2107.06857 db/journals/corr/corr2107.html#abs-2107-06857

Charles Beattie Thomas Köppe Edgar A. Duéñez-Guzmán Joel Z. Leibo DeepMind Lab2D. 2020 abs/2011.07027 CoRR https://arxiv.org/abs/2011.07027 db/journals/corr/corr2011.html#abs-2011-07027

Andrea Banino Caswell Barry Benigno Uria Charles Blundell Timothy P. Lillicrap Piotr Mirowski Alexander Pritzel Martin J. Chadwick Thomas Degris Joseph Modayil Greg Wayne Hubert Soyer Fabio Viola Brian Zhang 0001 Ross Goroshin Neil C. Rabinowitz Razvan Pascanu Charlie Beattie Stig Petersen Amir Sadik Stephen Gaffney Helen King Koray Kavukcuoglu Demis Hassabis Raia Hadsell Dharshan Kumaran Vector-based navigation using grid-like representations in artificial agents. 429-433 2018 557 Nat. 7705 https://doi.org/10.1038/s41586-018-0102-6 https://www.wikidata.org/entity/Q52990529 db/journals/nature/nature557.html#BaninoBUBLMPCDM18

Joel Z. Leibo Cyprien de Masson d'Autume Daniel Zoran David Amos Charles Beattie Keith Anderson Antonio García Castañeda Manuel Sanchez Simon Green Audrunas Gruslys Shane Legg Demis Hassabis Matthew M. Botvinick Psychlab: A Psychology Laboratory for Deep Reinforcement Learning Agents. 2018 abs/1801.08116 CoRR http://arxiv.org/abs/1801.08116 db/journals/corr/corr1801.html#abs-1801-08116

Max Jaderberg Wojciech M. Czarnecki Iain Dunning Luke Marris Guy Lever Antonio García Castañeda Charles Beattie Neil C. Rabinowitz Ari S. Morcos Avraham Ruderman Nicolas Sonnerat Tim Green Louise Deason Joel Z. Leibo David Silver 0001 Demis Hassabis Koray Kavukcuoglu Thore Graepel Human-level performance in first-person multiplayer games with population-based deep reinforcement learning. 2018 abs/1807.01281 CoRR http://arxiv.org/abs/1807.01281 db/journals/corr/corr1807.html#abs-1807-01281

Julien Pérolat Joel Z. Leibo Vinícius Flores Zambaldi Charles Beattie Karl Tuyls Thore Graepel A multi-agent reinforcement learning model of common-pool resource appropriation. 3643-3652 2017 NIPS https://proceedings.neurips.cc/paper/2017/hash/2b0f658cbffd284984fb11d90254081f-Abstract.html http://papers.nips.cc/paper/6955-a-multi-agent-reinforcement-learning-model-of-common-pool-resource-appropriation conf/nips/2017 db/conf/nips/nips2017.html#PerolatLZBTG17

Charles Beattie Joel Z. Leibo Denis Teplyashin Tom Ward Marcus Wainwright Heinrich Küttler Andrew Lefrancq Simon Green Víctor Valdés Amir Sadik Julian Schrittwieser Keith Anderson Sarah York Max Cant Adam Cain Adrian Bolton Stephen Gaffney Helen King Demis Hassabis Shane Legg Stig Petersen DeepMind Lab. 2016 abs/1612.03801 CoRR http://arxiv.org/abs/1612.03801 db/journals/corr/corr1612.html#BeattieLTWWKLGV16

Volodymyr Mnih Koray Kavukcuoglu David Silver 0001 Andrei A. Rusu Joel Veness Marc G. Bellemare Alex Graves Martin A. Riedmiller Andreas Fidjeland Georg Ostrovski Stig Petersen Charles Beattie Amir Sadik Ioannis Antonoglou Helen King Dharshan Kumaran Daan Wierstra Shane Legg Demis Hassabis Human-level control through deep reinforcement learning. 529-533 2015 518 Nat. 7540 https://doi.org/10.1038/nature14236 https://www.wikidata.org/entity/Q27907579 db/journals/nature/nature518.html#MnihKSRVBGRFOPB15

Arun Nair Praveen Srinivasan Sam Blackwell Cagdas Alcicek Rory Fearon Alessandro De Maria Vedavyas Panneershelvam Mustafa Suleyman Charles Beattie Stig Petersen Shane Legg Volodymyr Mnih Koray Kavukcuoglu David Silver 0001 Massively Parallel Methods for Deep Reinforcement Learning. 2015 abs/1507.04296 CoRR http://arxiv.org/abs/1507.04296 db/journals/corr/corr1507.html#NairSBAFMPSBPLM15

Michael Higgins Charles Beattie Paul St. Jaques Nimesh P. Patel Joshua Yarborough Yu Show Tsai The Vanderbilt Perioperative Information Management System Forms Foundation for Outcomes Management. 1997 AMIA https://knowledge.amia.org/amia-55142-a1997a-1.585351/t-002-1.586957/f-001-1.586958/a-275-1.587187/a-276-1.587184 conf/amia/1997 db/conf/amia/amia1997.html#HigginsBJPYT97 Abbas Abdolmaleki Rana X. Adhikari Jonas Adler John P. Agapiou Cagdas Alcicek David Amos Keith Anderson Tomislav Andric Ioannis Antonoglou Taylor Applebaum Andrea Banino Iain Barr Caswell Barry Johannes Bausch Marc G. Bellemare Joseph Betzwieser Sam Blackwell Charles Blundell Sergio Boixo Adrian Bolton Matt M. BotvinickMatthew M. Botvinick Peter Brooks Jonas Buchli Serkan Cabi Adam Cain Max Cant Antonio García Castañeda Martin J. Chadwick Yu Him Justin Chiu Ellen Clancy Andrew Cowie Wojciech Czarnecki 0001Wojciech M. Czarnecki Cyprien de Masson d'Autume Alex Davies Louise Deason Jonas Degrave Thomas Degris Carl Doersch Yuzhu Dong Craig Donner George Van Den Driessche Edgar A. Duéñez-Guzmán Iain Dunning Thomas Edlich S. M. Ali Eslami Richard Everett 0001 Rory Fearon Andreas Fidjeland Leslie Fritz Stephen Gaffney Marta Garnelo Ross Goroshin Thore Graepel Alex Graves Simon Green Tim Green Oliver Groth Audrunas Gruslys Anchal Gupta Raia Hadsell Roland Hafner Jan Harms Demis Hassabis Francisco J. H. Heras Michael Higgins Oscar Higgott George Holland Sandy H. Huang Andrea Huber Edward Hughes 0001 Max Jaderberg Paul St. Jaques Cody Jones John Jumper Koray Kavukcuoglu Helen King Pushmeet Kohli Thomas Köppe Raphael Koster Dharshan Kumaran Heinrich Küttler Justin Ledford Andrew Lefrancq Shane Legg Joel Z. Leibo Guy Lever Yin Li Timothy P. Lillicrap Matthias Lochbrunner Alessandro De Maria Luke Marris Jayd Matyas Kevin R. McKee Piotr Mirowski Volodymyr Mnih Joseph Modayil Ari S. Morcos Igor Mordatch Arun Nair Hartmut Neven Michael Newman Tamara Norman Hannah Openshaw Georg Ostrovski Vedavyas Panneershelvam Razvan Pascanu Nimesh P. Patel Julien Pérolat Stig Petersen Alexander Pritzel Neil C. Rabinowitz Martin A. Riedmiller Jameson Rollins Olaf Ronneberger Dan Rosenbaum Avraham Ruderman Andrei A. Rusu Amir Sadik Manuel Sanchez Julian Schrittwieser Andrew W. Senior Noah Shutty David Silver 0001 Nicolas Sonnerat Hubert Soyer James S. Spencer Praveen Srinivasan Mustafa Suleyman Peter Sunehag LIGO Instrument Team Denis Teplyashin Greg Thornton Brendan D. Tracey Yu Show Tsai Karl Tuyls Benigno Uria Víctor Valdés Joel Veness Alexander VezhnevetsAlexander Sasha Vezhnevets Fabio Viola Marcus Wainwright Tom Ward Greg Wayne Daan Wierstra Christopher Wipf Markus Wulfmeier Joshua Yarborough Sarah York Vinícius Flores Zambaldi Akvile Zemgulyte Brian Zhang 0001 Lei M. Zhang Tina ZhuTina O. Zhu Augustin Zídek Michal Zielinski Daniel Zoran