Evolution of shared grammars for describing simulated spatial scenes with grammatical evolution

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@Article{Mingo:GPEM:shared_grammars,

• author = "Jack Mario Mingo and Ricardo Aler",
• title = "Evolution of shared grammars for describing simulated spatial scenes with grammatical evolution",
• journal = "Genetic Programming and Evolvable Machines",
• year = "2018",
• volume = "19",
• number = "1-2",
• pages = "235--270",
• month = jun,
• keywords = "genetic algorithms, genetic programming, Grammatical evolution, Dynamics of artificial languages, Language games, Multi-agent systems",
• ISSN = "1389-2576",
• DOI = "doi:10.1007/s10710-017-9315-y",
• size = "36 pages",
• 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

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