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Effective communication is an important skill for enabling information exchange in multi-agent settings and emergent communication is now a vibrant field of research, with common settings involving discrete cheap-talk channels.
The strategy of conflict
Thomas C Schelling · 1980
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Some np-complete problems similar to graph isomorphism
Anna Lubiw · 1981
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Language games for autonomous robots
Luc Steels · 2001
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The complexity of decentralized control of markov decision processes
Daniel S Bernstein, Robert Givan, Neil Immerman, and Shlomo Zilberstein · 2002
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A cognitive hierarchy model of games
Colin F Camerer, Teck-Hua Ho, and Juin-Kuan Chong · 2004
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Ad hoc autonomous agent teams: Collaboration without pre-coordination
Peter Stone, Gal Kaminka, Sarit Kraus, and Jeffrey Rosenschein · 2010
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Social learning and evolution: the cultural intelligence hypothesis
Carel P van Schaik and Judith M Burkart · 2011
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Predicting pragmatic reasoning in language games
Michael C Frank and Noah D Goodman · 2012
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Emergent functional grammar for space
Michael Spranger and Luc Steels · 2012
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Emergent mirror systems for body language
Luc Steels and Michael Spranger · 2012
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Emergent action language on real robots
Luc Steels, Michael Spranger, Remi Van Trijp, Sebastian Höfer, and Manfred Hild · 2012
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Zipf’s word frequency law in natural language: A critical review and future directions
Steven T Piantadosi · 2014
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Learning to communicate with deep multi-agent reinforcement learning
Jakob Foerster, Ioannis Alexandros Assael, Nando de Freitas, and Shimon Whiteson · 2016
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A concise introduction to decentralized POMDPs
Frans A Oliehoek and Christopher Amato · 2016
Cited alongside, same era.
The evolution of grounded spatial language
Michael Spranger · 2016
Cited alongside, same era.
Human behavior and the principle of least effort: An introduction to human ecology
George Kingsley Zipf · 2016
Cited alongside, same era.
Emergence of language with multi-agent games: Learning to communicate with sequences of symbols
Serhii Havrylov and Ivan Titov · 2017
Emergent communication through negotiation
Kris Cao, Angeliki Lazaridou, Marc Lanctot, Joel Z Leibo, Karl Tuyls, and Stephen Clark · 2018
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Emergent communication in a multi-modal, multi-step referential game
Katrina Evtimova, Andrew Drozdov, Douwe Kiela, and Kyunghyun Cho · 2018
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Emergence of linguistic communication from referential games with symbolic and pixel input
Angeliki Lazaridou, Karl Moritz Hermann, Karl Tuyls, and Stephen Clark · 2018
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Qmix: Monotonic value function factorisation for deep multi-agent reinforcement learning
Tabish Rashid, Mikayel Samvelyan, Christian Schroeder, Gregory Farquhar, Jakob Foerster, and Shimon Whiteson · 2018
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Anti-efficient encoding in emergent communication
Rahma Chaabouni, Eugene Kharitonov, Emmanuel Dupoux, and Marco Baroni · 2019
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Cited alongside, same era.
Natural language does not emerge ‘naturally’in multi-agent dialog
Satwik Kottur, José Moura, Stefan Lee, and Dhruv Batra · 2017
Cited alongside, same era.
A unified game-theoretic approach to multiagent reinforcement learning
Marc Lanctot, Vinicius Zambaldi, Audrunas Gruslys, Angeliki Lazaridou, Karl Tuyls, Julien Pérolat, David Silver, and Thore Graepel · 2017
Cited alongside, same era.
Multi-agent cooperation and the emergence of (natural) language
Angeliki Lazaridou, Alexander Peysakhovich, and Marco Baroni · 2017
Cited alongside, same era.
How agents see things: On visual representations in an emergent language game
Diane Bouchacourt and Marco Baroni · 2018
Cited alongside, same era.
On the pitfalls of measuring emergent communication
Ryan Lowe, Jakob Foerster, Y-Lan Boureau, Joelle Pineau, and Yann Dauphin
Cited in the paper.
On the interaction between supervision and self-play in emergent communication
Ryan Lowe, Abhinav Gupta, Jakob Foerster, Douwe Kiela, and Joelle Pineau
Cited in the paper.
Tom Eccles, Yoram Bachrach, Guy Lever, Angeliki Lazaridou, and Thore Graepel · 2019
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Emergent linguistic phenomena in multi-agent communication games
Laura Harding Graesser, Kyunghyun Cho, and Douwe Kiela · 2019
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Social influence as intrinsic motivation for multi-agent deep reinforcement learning
Natasha Jaques, Angeliki Lazaridou, Edward Hughes, Caglar Gulcehre, Pedro Ortega, Dj Strouse, Joel Z Leibo, and Nando De Freitas · 2019
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“other-play” for zero-shot coordination
Hengyuan Hu, Adam Lerer, Alex Peysakhovich, and Jakob Foerster · 2020
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Emergent multi-agent communication in the deep learning era
Angeliki Lazaridou and Marco Baroni · 2020
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