Continuous On-line Evolution of Agent Behaviours with Cartesian Genetic Programming

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

@Misc{oai:arXiv.org:1407.0698,
  author =       "Davide Nunes and Luis Antunes",
  title =        "Continuous On-line Evolution of Agent Behaviours with
                 Cartesian Genetic Programming",
  year =         "2014",
  month =        jul # "~02",
  bibsource =    "OAI-PMH server at export.arxiv.org",
  oai =          "oai:arXiv.org:1407.0698",
  keywords =     "genetic algorithms, genetic programming, cartesian
                 genetic programming, computer science - neural and
                 evolutionary computing, computer science - multiagent
                 systems",
  URL =          "http://arxiv.org/abs/1407.0698",
  abstract =     "Evolutionary Computation has been successfully used to
                 synthesise controllers for embodied agents and
                 multi-agent systems in general. Notwithstanding this,
                 continuous on-line adaptation by the means of
                 evolutionary algorithms is still under-explored,
                 especially outside the evolutionary robotics domain. In
                 this paper, we present an on-line evolutionary
                 programming algorithm that searches in the agent design
                 space for the appropriate behavioural policies to cope
                 with the underlying environment. We discuss the current
                 problems of continuous agent adaptation, present our
                 on-line evolution testbed for evolutionary
                 simulation.",
}

Genetic Programming entries for Davide Nunes Luis Antunes

Citations