IWPAAMS2007-02: The Role Of The Lamarck Hypothesis In The Grammatical Evolution Guided By Reinforcement

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  author =       "Jack M. Mingo and Ricardo Aler",
  title =        "IWPAAMS2007-02: The Role Of The Lamarck Hypothesis In
                 The Grammatical Evolution Guided By Reinforcement",
  journal =      "Latin America Transactions, IEEE (Revista IEEE America
  year =         "2008",
  month =        oct,
  volume =       "6",
  number =       "6",
  pages =        "500--504",
  note =         "In Spanish",
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution, IWPAAMS2007-02, Kephera robot simulation,
                 Lamarckian hypothesis, evolutionary algorithm,
                 reinforcement learning, evolutionary computation,
                 grammars, learning (artificial intelligence)",
  DOI =          "doi:10.1109/TLA.2008.4908181",
  ISSN =         "1548-0992",
  abstract =     "Grammatical evolution is an evolutionary algorithm
                 able to develop programs in any language, defined by a
                 grammar. The evolutionary process may be improved if we
                 let the individuals learn during their lifetime. with
                 this aim, the grammatical evolution guided by
                 reinforcement, an algorithm which merges evolution and
                 learning, was created. Grammatical evolution guided by
                 reinforcement uses a Lamarckian mechanism for replacing
                 the original genotypes when a successful learning has
                 occurred. This paper explores the role of the
                 Lamarckian hypothesis. At the same time, grammatical
                 evolution guided by reinforcement is tested in a new
                 domain: autonomous navigation in a Kephera robot
  notes =        "Also known as \cite{4908181} Article also in
                 proceedings?? 2007, editor = {J. Bajo, V. Alonso, L.
                 Joyanes, J.M. Corchado}, isbn = {978-84-611-8858-1},",

Genetic Programming entries for Jack Mario Mingo Ricardo Aler Mur