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Emergentism and pragmatics are two research fields that study the dynamics of linguistic communication along substantially different timescales and intelligence levels.
A mathematical theory of cooperative communication
Pei Wang, Junqi Wang, Pushpi Paranamana, and Patrick Shafto · 1910
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The Psycho-biology of Language: An Introduction to Dynamic Philology
G.K. Zipf · 1935
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Convention: A Philosophical Study
David Lewis · 1969
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Logic and conversation
H. P. Grice · 1975
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Game Theory
D. Fudenberg and J. Tirole · 1991
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Simple statistical gradient-following algorithms for connectionist reinforcement learning
Ronald J Williams · 1992
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Multi-agent reinforcement learning: Independent vs. cooperative agents
Ming Tan · 1993
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Key concepts in language and linguistics
Robert Lawrence Trask · 1999
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The Use of Language
Prashant Parikh · 2001
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A game theoretic approach to the pragmatics of debate: An expository note
Jacob Glazer and Ariel Rubinstein · 2006
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Signal to Act: Game Theory in Pragmatics
M. Franke · 2009
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Meaningful games: Exploring language with game theory
Robin Clark · 2011
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Empirical comparisons of MASC word sense annotations
Gerard de Melo, Collin F. Baker, Nancy Ide, Rebecca J. Passonneau, and Christiane Fellbaum · 2012
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Theory of mind
Alvin I. Goldman · 2012
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Game theory and scalar implicatures
Daniel Rothschild · 2013
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Learning and using language via recursive pragmatic reasoning about other agents
Nathaniel J. Smith, Noah Goodman, and Michael Frank · 2013
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The role of pragmatic pressures in the emergence of linguistic structure, 2014
Molly L. Lewis · 2014
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Why discourse affects speakers’ choice of referring expressions
Naho Orita, Eliana Vornov, Naomi Feldman, and Hal Daumé III · 2015
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Reasoning about pragmatics with neural listeners and speakers
Jacob Andreas and Dan Klein · 2016
Cited alongside, same era.
Pragmatic language interpretation as probabilistic inference
N. D. Goodman and M. C. Frank · 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
Cited alongside, same era.
A survey of learning in multiagent environments: Dealing with non-stationarity
Pablo Hernandez-Leal, Michael Kaisers, Tim Baarslag, and Enrique Munoz de Cote · 2017
Cited alongside, same era.
Multi-agent cooperation and the emergence of (natural) language
Angeliki Lazaridou, Alexander Peysakhovich, and Marco Baroni · 2017
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Multimodal question answering over structured data with ambiguous entities
Incorporating belief-dependent motivation in games
Pierpaolo Battigalli, Roberto Corrao, and Martin Dufwenberg · 2019
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An incremental iterated response model of pragmatics
Reuben Cohn-Gordon, Noah Goodman, and Christopher Potts · 2019
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TarMAC: Targeted multi-agent communication
Abhishek Das, Théophile Gervet, Joshua Romoff, Dhruv Batra, Devi Parikh, Mike Rabbat, and Joelle Pineau · 2019
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Bayesian action decoder for deep multi-agent reinforcement learning
Jakob Foerster, Francis Song, Edward Hughes, Neil Burch, Iain Dunning, Shimon Whiteson, Matthew Botvinick, and Michael Bowling · 2019
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Ease-of-teaching and language structure from emergent communication
Fushan Li and Michael Bowling · 2019
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On the pitfalls of measuring emergent communication
Ryan Lowe, Jakob Foerster, Y-Lan Boureau, Joelle Pineau, and Yann Dauphin · 2019
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Huadong Li, Yafang Wang, Gerard de Melo, Changhe Tu, and Baoquan Chen · 2017
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Autonomous agents modelling other agents: A comprehensive survey and open problems
Stefano V Albrecht and Peter Stone · 2018
Cited alongside, same era.
Emergent communication through negotiation
Kris Cao, Angeliki Lazaridou, Marc Lanctot, Joel Z Leibo, Karl Tuyls, and Stephen Clark · 2018
Cited alongside, same era.
Compositional obverter communication learning from raw visual input
Edward Choi, Angeliki Lazaridou, and Nando de Freitas · 2018
Cited alongside, same era.
Pragmatically informative image captioning with character-level inference
Reuben Cohn-Gordon, Noah Goodman, and Christopher Potts · 2018
Cited alongside, same era.
Emergent communication in a multi-modal, multi-step referential game
Katrina Evtimova, Andrew Drozdov, Douwe Kiela, and Kyunghyun Cho · 2018
Cited alongside, same era.
Counterfactual multi-agent policy gradients
Jakob N Foerster, Gregory Farquhar, Triantafyllos Afouras, Nantas Nardelli, and Shimon Whiteson · 2018
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The starcraft multi-agent challenge
Mikayel Samvelyan, Tabish Rashid, Christian Schroeder de Witt, Gregory Farquhar, Nantas Nardelli, Tim GJ Rudner, Chia-Man Hung, Philip HS Torr, Jakob Foerster, and Shimon Whiteson · 2019
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Pragmatically informative text generation
Sheng Shen, Daniel Fried, Jacob Andreas, and Dan Klein · 2019
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Learning when to communicate at scale in multiagent cooperative and competitive tasks
Amanpreet Singh, Tushar Jain, and Sainbayar Sukhbaatar · 2019
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Emergent compositionality in signaling games
Nicholas Tomlin and Ellie Pavlick · 2019
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Joint optimization for cooperative image captioning
Gilad Vered, Gal Oren, Yuval Atzmon, and Gal Chechik · 2019
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Learning to communicate in multi-agent reinforcement learning: A review
Mohamed Salah Zaïem and Etienne Bennequin · 2019
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PyBullet, a Python module for physics simulation for games, robotics and machine learning
Erwin Coumans and Yunfei Bai · 2020
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Pragmatics
Kepa Korta and John Perry · 2020
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Angeliki Lazaridou, Anna Potapenko, and Olivier Tieleman · 2020
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Reinforcement learning over knowledge graphs for explainable dialogue intent mining
Kai Yang, Kong Xinyu, Yafang Wang, Jie Zhang, and Gerard de Melo · 2020
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A rate-distortion view of human pragmatic reasoning
Noga Zaslavsky, Jennifer Hu, and Roger P. Levy · 2020
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