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",
  note =         "Online first",
  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

Citations