Title
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Creative Captioning: An AI Grand Challenge Based on the Dixit Board Game M. Kunda Irina Rabkina 105 4 0 30 Sep 2020
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Multiplayer Support for the Arcade Learning Environment J. K. Terry Benjamin Black Luis Santos 155 17 0 20 Sep 2020
The Curse of Shared Knowledge: Recursive Belief Reasoning in a Coordination Game with Imperfect Information Thomas Bolander R. Engelhardt Thomas S. Nicolet 97 1 0 20 Aug 2020
Joint Policy Search for Multi-agent Collaboration with Imperfect Information Yuandong Tian Qucheng Gong Tina Jiang 309 22 0 14 Aug 2020
DREAM: Deep Regret minimization with Advantage baselines and Model-free learning Eric Steinberger Adam Lerer Noam Brown 266 59 0 18 Jun 2020
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Emergent Multi-Agent Communication in the Deep Learning Era Angeliki Lazaridou Marco Baroni AI4CE 365 227 0 03 Jun 2020
Towards the Role of Theory of Mind in Explanation Maayan Shvo Toryn Q. Klassen Sheila A. McIlraith 142 29 0 06 May 2020
Generating and Adapting to Diverse Ad-Hoc Cooperation Agents in HanabiIEEE Transactions on Games (IEEE Trans. Games), 2020 Rodrigo Canaan Xianbo Gao Julian Togelius Andy Nealen Stefan Menzel 250 16 0 28 Apr 2020
Evaluating the Rainbow DQN Agent in Hanabi with Unseen Partners Rodrigo Canaan Xianbo Gao Youjin Chung Julian Togelius Andy Nealen Stefan Menzel 125 4 0 28 Apr 2020
Learning to cooperate: Emergent communication in multi-agent navigationAnnual Meeting of the Cognitive Science Society (CogSci), 2020 Ivana Kajić Eser Aygun Doina Precup 101 29 0 02 Apr 2020
Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement LearningJournal of machine learning research (JMLR), 2020 Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 420 1,102 0 19 Mar 2020
"Other-Play" for Zero-Shot CoordinationInternational Conference on Machine Learning (ICML), 2020 Hengyuan Hu Adam Lerer A. Peysakhovich Jakob N. Foerster VLM OffRL 443 255 0 06 Mar 2020
Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum GamesAdaptive Agents and Multi-Agent Systems (AAMAS), 2020 Edward Hughes Thomas W. Anthony Tom Eccles Joel Z Leibo David Balduzzi Yoram Bachrach 210 23 0 27 Feb 2020
From Chess and Atari to StarCraft and Beyond: How Game AI is Driving the World of AI S. Risi Mike Preuss 122 60 0 24 Feb 2020
Social diversity and social preferences in mixed-motive reinforcement learningAdaptive Agents and Multi-Agent Systems (AAMAS), 2020 Kevin R. McKee I. Gemp Brian McWilliams Edgar A. Duénez-Guzmán Edward Hughes Joel Z Leibo 203 90 0 06 Feb 2020
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical SystemsConference on Uncertainty in Artificial Intelligence (UAI), 2020 S. Asghari Ouyang Yi A. Nayyar 203 11 0 27 Jan 2020
Adversarially Guided Self-Play for Adopting Social Conventions Mycal Tucker Yilun Zhou J. Shah 145 16 0 16 Jan 2020
Improving Policies via Search in Cooperative Partially Observable GamesAAAI Conference on Artificial Intelligence (AAAI), 2019 Adam Lerer Hengyuan Hu Jakob N. Foerster Noam Brown 180 84 0 05 Dec 2019
Simplified Action Decoder for Deep Multi-Agent Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2019 Hengyuan Hu Jakob N. Foerster OffRL 217 86 0 04 Dec 2019
Interactive AI with a Theory of Mind M. Çelikok Tomi Peltola Pedram Daee Samuel Kaski 134 22 0 01 Dec 2019
Intelligence in Strategic GamesJournal of Artificial Intelligence Research (JAIR), 2019 Pavel Naumov Yuan Yuan 125 9 0 16 Oct 2019
Modeling Sensorimotor Coordination as Multi-Agent Reinforcement Learning with Differentiable Communication Bowen Jing William Yin 46 1 0 12 Sep 2019
No Press Diplomacy: Modeling Multi-Agent GameplayNeural Information Processing Systems (NeurIPS), 2019 Philip Paquette Yuchen Lu Steven Bocco Max O. Smith Satya Ortiz-Gagné Jonathan K. Kummerfeld Satinder Singh Joelle Pineau Aaron Courville 166 63 0 04 Sep 2019
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A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 572 527 0 11 Aug 2019
Google Research Football: A Novel Reinforcement Learning EnvironmentAAAI Conference on Artificial Intelligence (AAAI), 2019 Karol Kurach Anton Raichuk Piotr Stańczyk Michal Zajac Olivier Bachem ... C. Riquelme Damien Vincent Marcin Michalski Olivier Bousquet Sylvain Gelly 367 461 0 25 Jul 2019
Diverse Agents for Ad-Hoc Cooperation in Hanabi Rodrigo Canaan Julian Togelius Andy Nealen Stefan Menzel 130 49 0 08 Jul 2019
Neural Replicator Dynamics Daniel Hennes Dustin Morrill Shayegan Omidshafiei Rémi Munos Julien Perolat ... A. Gruslys Jean-Baptiste Lespiau Paavo Parmas Edgar A. Duénez-Guzmán K. Tuyls 275 16 0 01 Jun 2019
Re-determinizing Information Set Monte Carlo Tree Search in Hanabi J. Goodman 149 14 0 16 Feb 2019
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster H. F. Song Edward Hughes Neil Burch Iain Dunning Shimon Whiteson M. Botvinick Michael Bowling 247 157 0 04 Nov 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 273 637 0 12 Oct 2018
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 487 1,852 0 30 Mar 2018
DeepStack: Expert-Level Artificial Intelligence in No-Limit Poker Matej Moravcík Martin Schmid Neil Burch Viliam Lisý Dustin Morrill Nolan Bard Trevor Davis Kevin Waugh Michael Bradley Johanson Michael Bowling BDL 544 959 0 06 Jan 2017