Evolved creative intelligence for computer generated forces

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Luotsinen:2016:SMC,
  author =       "L. J. Luotsinen and F. Kamrani and P. Hammar and 
                 M. Jandel and R. A. Lovlid",
  booktitle =    "2016 IEEE International Conference on Systems, Man,
                 and Cybernetics (SMC)",
  title =        "Evolved creative intelligence for computer generated
                 forces",
  year =         "2016",
  pages =        "003063--003070",
  abstract =     "This paper provides an example of using genetic
                 programming for engendering computational creativity in
                 computer generated forces, i.e. simulated entities used
                 to represent own, opponent and neutral forces in
                 military training or decision support applications. We
                 envision that applying computational creativity in the
                 development of computer generated forces may not only
                 reduce development costs but also offer more
                 interesting and challenging training environments. In
                 this work we provide experimental results to strengthen
                 our arguments using a predator/prey game. We show that
                 predator behaviour created by a computer, using genetic
                 programming, surpasses predator behaviour manually
                 programmed by humans and argue that the sparse
                 automatically generated code is unlikely to be
                 generated by a human and therefore can be considered as
                 a good example of computational creativity. Although
                 the experiments are not conducted in a real-world
                 training simulator they provide valuable insight that
                 exemplifies the opportunities and the challenges of
                 computational creativity applied to computer generated
                 forces.",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/SMC.2016.7844707",
  month =        oct,
  notes =        "Also known as \cite{7844707}",
}

Genetic Programming entries for Linus Luotsinen F Kamrani P Hammar M Jandel R A Lovlid

Citations