No Press Diplomacy: Modeling Multi-Agent Gameplay

The evolution of cooperation

Robert Axelrod and William D Hamilton · 1981

Earlier work this paper cites.

Strategic information transmission

Vincent P Crawford and Joel Sobel · 1982

Earlier work this paper cites.

Learning a game strategy using pattern-weights and self-play

Ari Shapiro, Gil Fuchs, and Robert Levinson · 2002

Earlier work this paper cites.

Behavioural game theory: thinking, learning and teaching

Colin F Camerer, Teck-Hua Ho, and Juin Kuan Chong · 2004

Earlier work this paper cites.

Trueskill™: a bayesian skill rating system

Ralf Herbrich, Tom Minka, and Thore Graepel · 2007

Earlier work this paper cites.

Dipgame: A testbed for multiagent systems

Angela Fabregues, David Navarro, Alejandro Serrano, and Carles Sierra · 2010

Earlier work this paper cites.

Dipblue: A diplomacy agent with strategic and trust reasoning

André Ferreira, Henrique Lopes Cardoso, and Luis Paulo Reis · 2015

Earlier work this paper cites.

Negotiations over large agreement spaces, 2015

Dave Jonge and Jordi González Sabaté · 2015

Earlier work this paper cites.

Asynchronous methods for deep reinforcement learning

Volodymyr Mnih, Adria Puigdomenech Badia, Mehdi Mirza, Alex Graves, Timothy Lillicrap, Tim Harley, David Silver, and Koray Kavukcuoglu · 2016

Earlier work this paper cites.

Mastering the game of go with deep neural networks and tree search

David Silver, Aja Huang, Chris J Maddison, Arthur Guez, Laurent Sifre, George Van Den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Veda Panneershelvam, Marc Lanctot, et al · 2016

Earlier work this paper cites.

Learning to communicate with deep multi-agent reinforcement learning

Jakob Foerster, Ioannis Alexandros Assael, Nando de Freitas, and Shimon Whiteson · 2016

Earlier work this paper cites.

Semi-supervised classification with graph convolutional networks

Original

Thomas N Kipf and Max Welling · 2016

Earlier work this paper cites.

Weight normalization: A simple reparameterization to accelerate training of deep neural networks

Tim Salimans and Durk P Kingma · 2016

Cited alongside, same era.

Deep residual learning for image recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016

Cited alongside, same era.

Multi-agent reinforcement learning in sequential social dilemmas

Joel Z Leibo, Vinicius Zambaldi, Marc Lanctot, Janusz Marecki, and Thore Graepel · 2017

Cited alongside, same era.

Deepstack: Expert-level artificial intelligence in heads-up no-limit poker

Matej Moravčík, Martin Schmid, Neil Burch, Viliam Lisỳ, Dustin Morrill, Nolan Bard, Trevor Davis, Kevin Waugh, Michael Johanson, and Michael Bowling · 2017

Cited alongside, same era.

Mastering the game of go without human knowledge

David Silver, Julian Schrittwieser, Karen Simonyan, Ioannis Antonoglou, Aja Huang, Arthur Guez, Thomas Hubert, Lucas Baker, Matthew Lai, Adrian Bolton, et al · 2017

Cited alongside, same era.

Feature-wise transformations

Vincent Dumoulin, Ethan Perez, Nathan Schucher, Florian Strub, Harm de Vries, Aaron Courville, and Yoshua Bengio · 2018

Later among the works it cites.

Emergent communication through negotiation

Original

Kris Cao, Angeliki Lazaridou, Marc Lanctot, Joel Z Leibo, Karl Tuyls, and Stephen Clark · 2018

Later among the works it cites.

Learning with opponent-learning awareness

Jakob Foerster, Richard Y Chen, Maruan Al-Shedivat, Shimon Whiteson, Pieter Abbeel, and Igor Mordatch · 2018

Later among the works it cites.

The hanabi challenge: A new frontier for ai research

Original

Nolan Bard, Jakob N Foerster, Sarath Chandar, Neil Burch, Marc Lanctot, H Francis Song, Emilio Parisotto, Vincent Dumoulin, Subhodeep Moitra, Edward Hughes, et al · 2019

Closest in time.

AlphaStar: Mastering the Real-Time Strategy Game StarCraft II

Oriol Vinyals, Igor Babuschkin, Junyoung Chung, Michael Mathieu, Max Jaderberg, Wojciech M. Czarnecki, Andrew Dudzik, Aja Huang, Petko Georgiev, Richard Powell, Timo Ewalds, Dan Horgan, Manuel Kroiss, Ivo Danihelka, John Agapiou, Junhyuk Oh, Valentin Dalibard, David Choi, Laurent Sifre, Yury Sulsky, Sasha Vezhnevets, James Molloy, Trevor Cai, David Budden, Tom Paine, Caglar Gulcehre, Ziyu Wang, Tobias Pfaff, Toby Pohlen, Yuhuai Wu, Dani Yogatama, Julia Cohen, Katrina McKinney, Oliver Smith, Tom Schaul, Timothy Lillicrap, Chris Apps, Koray Kavukcuoglu, Demis Hassabis, and David Silver · 2019