Genetic Encoding of Agent Behavioral Strategy

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{oai:CiteSeerPSU:185735,
  author =       "Stephane Calderoni and Pierre Marcenac and 
                 Remy Courdier",
  title =        "Genetic Encoding of Agent Behavioral Strategy",
  booktitle =    "Proceedings of the 3rd International Conference on
                 Multi Agent Systems",
  year =         "1998",
  pages =        "403",
  publisher =    "IEEE Computer Society",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "0-8186-8500-X",
  URL =          "http://portal.acm.org/citation.cfm?id=852213&jmp=cit&dl=portal&dl=ACM",
  URL =          "http://citeseer.ist.psu.edu/cache/papers/cs/4918/http:zSzzSzwww.univ-reunion.frzSz~caldezSzrechzSzpublicationszSzpaperszSzicmas98a.pdf/genetic-encoding-of-agent.pdf",
  URL =          "http://citeseer.ist.psu.edu/185735.html",
  annote =       "The Pennsylvania State University CiteSeer Archives",
  language =     "en",
  oai =          "oai:CiteSeerPSU:185735",
  rights =       "unrestricted",
  size =         "2 pages",
  abstract =     "The general framework tackled in this paper is the
                 automatic generation of intelligent collective
                 behaviors using genetic programming and reinforcement
                 learning. We define a behavior-based system relying on
                 automatic design process using artificial evolution to
                 synthesize high level behaviors for autonomous agents.
                 Behavioral strategies are described by tree-based
                 structures, and manipulated by genetic evolving
                 processes. Each strategy is dynamically evaluated
                 during simulation, and is weighted by an adaptation
                 function as a quality factor that reflects its
                 relevance as good solution for the learning task. It is
                 computed using heterogeneous reinforcement techniques
                 associating immediate reinforcements and delayed
                 reinforcements as dynamic progress estimators.",
}

Genetic Programming entries for Stephane Calderoni Pierre Marcenac Remy Courdier

Citations