Fetching the paper…
Reading the bibliography…
Recent work has studied the emergence of language among deep reinforcement learning agents that must collaborate to solve a task.
Natural language and natural selection
Steven Pinker and Paul Bloom · 1990
Earlier work this paper cites.
The evolution of language
Martin A. Nowak and David C. Krakauer · 1999
Earlier work this paper cites.
The cultural origins of human cognition
Michael Tomasello · 1999
Earlier work this paper cites.
Grammatical acquisition: Inductive bias and coevolution of language and the language acquisition device
Ted Briscoe · 2000
Earlier work this paper cites.
The evolution of syntactic communication
Martin A. Nowak, Joshua B. Plotkin, and Vincent A A Jansen · 2000
Earlier work this paper cites.
Spontaneous evolution of linguistic structure-an iterated learning model of the emergence of regularity and irregularity
Simon Kirby · 2001
Earlier work this paper cites.
Compositional syntax from cultural transmission
Henry Brighton · 2002
Earlier work this paper cites.
Natural language from artificial life
Simon Kirby · 2002
Earlier work this paper cites.
Simulated evolution of language: a review of the field
Amy Perfors · 2002
Earlier work this paper cites.
Language evolution: consensus and controversies
Morten H. Christiansen and Simon Kirby · 2003
Earlier work this paper cites.
Iterated learning: A framework for the emergence of language
Kenny Smith, Simon Kirby, and Henry Brighton · 2003
Earlier work this paper cites.
Cultural evolution of language
Kenny Smith · 2006
Earlier work this paper cites.
Cumulative cultural evolution in the laboratory: An experimental approach to the origins of structure in human language
Simon Kirby, Hannah Cornish, and Kenny Smith · 2008
Cited alongside, same era.
Complex adaptive systems and the origins of adaptive structure: What experiments can tell us
Hannah Cornish, Monica Tamariz, and Simon Kirby · 2009
Cited alongside, same era.
Language evolution in the laboratory
Thomas C. Scott-Phillips and Simon Kirby · 2010
Cited alongside, same era.
Evolving culture vs local minima
Yoshua Bengio · 2012
Cited alongside, same era.
Iterated learning and the evolution of language
Simon Kirby, Tom Griffiths, and Kenny Smith · 2014
Cited alongside, same era.
Adam: A method for stochastic optimization
Natural language does not emerge ’naturally’ in multi-agent dialog
Satwik Kottur, José M. F. Moura, Stefan Lee, and Dhruv Batra · 2017
Later among the works it cites.
Multi-agent cooperation and the emergence of (natural) language
Angeliki Lazaridou, Alexander Peysakhovich, and Marco Baroni · 2017
Later among the works it cites.
Minimal requirements for the emergence of learned signaling
Matthew Spike, Kevin Stadler, Simon Kirby, and Kenny Smith · 2017
Later among the works it cites.
The emergence of compositional structures in perceptually grounded language games
Paul Vogt · 2017
Later among the works it cites.
Compositional obverter communication learning from raw visual input
Edward Choi, Angeliki Lazaridou, and Nando de Freitas · 2018
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Diederik P. Kingma and Jimmy Ba · 2015
Cited alongside, same era.
Learning to communicate with deep multi-agent reinforcement learning
Jakob Foerster, Ioannis Alexandros Assael, Nando de Freitas, and Shimon Whiteson · 2016
Cited alongside, same era.
Knowledge matters: Importance of prior information for optimization
Çağlar Gülçehre and Yoshua Bengio · 2016
Cited alongside, same era.
Learning multiagent communication with backpropagation
Sainbayar Sukhbaatar, Arthur Szlam, and Rob Fergus · 2016
Cited alongside, same era.
Translating neuralese
Jacob Andreas, Anca D. Dragan, and Dan Klein · 2017
Cited alongside, same era.
Learning cooperative visual dialog agents with deep reinforcement learning
Abhishek Das, Satwik Kottur, José M.F. Moura, Stefan Lee, and Dhruv Batra · 2017
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.
Brenden M. Lake and Marco Baroni · 2018
Later among the works it cites.
Emergence of linguistic communication from referential games with symbolic and pixel input
Angeliki Lazaridou, Karl Moritz Hermann, Karl Tuyls, and Stephen Clark · 2018
Later among the works it cites.
Emergent translation in multi-agent communication
Jason D. Lee, Kyunghyun Cho, Jason Weston, and Douwe Kiela · 2018
Later among the works it cites.
Emergence of grounded compositional language in multi-agent populations
Igor Mordatch and Pieter Abbeel · 2018
Later among the works it cites.
Compositional structure can emerge without generational transmission
Limor Raviv, Antje Meyer, and Shiri Lev-Ari · 2018
Later among the works it cites.
Co-evolution of language and agents in referential games
Gautier Dagan, Dieuwke Hupkes, and Elia Bruni · 2019
Closest in time.
Ease-of-teaching and language structure from emergent communication
Fushan Li and Michael Bowling · 2019
Closest in time.