Evolution of shared grammars for describing simulated spatial scenes with grammatical evolution
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- @Article{Mingo:GPEM:shared_grammars,
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author = "Jack Mario Mingo and Ricardo Aler",
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title = "Evolution of shared grammars for describing simulated
spatial scenes with grammatical evolution",
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journal = "Genetic Programming and Evolvable Machines",
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year = "2018",
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volume = "19",
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number = "1-2",
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pages = "235--270",
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month = jun,
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keywords = "genetic algorithms, genetic programming, Grammatical
evolution, Dynamics of artificial languages, Language
games, Multi-agent systems",
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ISSN = "1389-2576",
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DOI = "doi:10.1007/s10710-017-9315-y",
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size = "36 pages",
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abstract = "We propose a model based on an evolutionary process
combined with an adapted planning process to develop a
limited spatial language with a syntactical structure
in a team of artificial agents. Syntax is induced by
means of a grammar and the grammar itself evolves in
order to reach a syntactical agreement in the team.
Evolution is implemented by adapting an evolutionary
algorithm where each agent in the team manages a
population of chromosomes that represent possible
grammars. Grammars can be used by agents to generate
utterances which are subsequently applied in language
games to describe spatial relations. A planning process
builds the sentences, but agents select the syntactical
alternatives according to their current communicative
intentions. Results in two different linguistic task
show how a shared grammar can be developed in the group
of agents.",
- }
Genetic Programming entries for
Jack Mario Mingo
Ricardo Aler Mur
Citations