Evolving Behaviour Trees for the Mario AI Competition Using Grammatical Evolution

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@InProceedings{perez:evoapps11,
  author =       "Diego Perez and Miguel Nicolau and Michael O'Neill and 
                 Anthony Brabazon",
  title =        "Evolving Behaviour Trees for the Mario AI Competition
                 Using Grammatical Evolution",
  booktitle =    "Applications of Evolutionary Computing,
                 EvoApplications 2011: {EvoCOMPLEX}, {EvoGAMES},
                 {EvoIASP}, {EvoINTELLIGENCE}, {EvoNUM}, {EvoSTOC}",
  year =         "2011",
  month =        "27-29 " # apr,
  editor =       "Cecilia {Di Chio} and Stefano Cagnoni and 
                 Carlos Cotta and Marc Ebner and Aniko Ekart and 
                 Anna I Esparcia-Alcazar and Juan J. Merelo and 
                 Ferrante Neri and Mike Preuss and Hendrik Richter and 
                 Julian Togelius and Georgios N. Yannakakis",
  series =       "LNCS",
  volume =       "6624",
  publisher =    "Springer Verlag",
  address =      "Turin, Italy",
  publisher_address = "Berlin",
  pages =        "123--132",
  organisation = "EvoStar",
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution",
  isbn13 =       "978-3-642-20524-8",
  DOI =          "doi:10.1007/978-3-642-20525-5_13",
  size =         "10 pages",
  abstract =     "This paper investigates the applicability of Genetic
                 Programming type systems to dynamic game environments.
                 Grammatical Evolution was used to evolved Behaviour
                 Trees, in order to create controllers for the Mario AI
                 Benchmark. The results obtained reinforce the
                 applicability of evolutionary programming systems to
                 the development of artificial intelligence in games,
                 and in dynamic systems in general, illustrating their
                 viability as an alternative to more standard AI
                 techniques.",
  notes =        "Part of \cite{DiChio:2011:evo_a} EvoApplications2011
                 held inconjunction with EuroGP'2011, EvoCOP2011 and
                 EvoBIO2011",
  affiliation =  "Natural Computing Research & Applications Group,
                 University College Dublin, Dublin, Ireland",
}

Genetic Programming entries for Diego Perez Miguel Nicolau Michael O'Neill Anthony Brabazon

Citations