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Training agents to communicate with one another given task-based supervision only has attracted considerable attention recently, due to the growing interest in developing models for human-agent interaction.
Convention: a philosophical study
Lewis David. 1969 · 1969
Earlier work this paper cites.
Understanding natural language
Terry Winograd. 1972 · 1972
Earlier work this paper cites.
Does the chimpanzee have a theory of mind?
David Premack and Guy Woodruff. 1978 · 1978
Earlier work this paper cites.
Child’s Talk: Learning to Use Language , volume 1
Jerome Bruner. 1985 · 1985
Earlier work this paper cites.
The symbol grounding problem
Stevan Harnad. 1990 · 1990
Earlier work this paper cites.
Simple statistical gradient-following algorithms for connectionist reinforcement learning
Ronald J. Williams. 1992 · 1992
Earlier work this paper cites.
The mathematics of statistical machine translation: Parameter estimation
Peter F. Brown, Stephen Della Pietra, Vincent J. Della Pietra, and Robert L. Mercer. 1993 · 1993
Earlier work this paper cites.
Grounding language in perception
Jeffrey Mark Siskind. 1994 · 1994
Earlier work this paper cites.
Computational simulations of the emergence of grammar
John Batali. 1998 · 1998
Earlier work this paper cites.
Reinforcement learning: An introduction , volume 1
Richard S Sutton and Andrew G Barto. 1998 · 1998
Earlier work this paper cites.
The evolution of language
Martin A. Nowak and David C. Krakauer. 1999 · 1999
Cited alongside, same era.
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Cited alongside, same era.
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Cited alongside, same era.
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Cited alongside, same era.
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David L Chen and Raymond J Mooney. 2008 · 2008
Cited alongside, same era.
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Brian Skyrms. 2010 · 2010
Cited alongside, same era.
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Later among the works it cites.
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Later among the works it cites.
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Later among the works it cites.
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Cited alongside, same era.
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Cited in the paper.
Über Sinn und Bedeutung
Gottlob Frege. 1892
Cited in the paper.
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