Effects of Learning to Interact on the Evolution of Social Behavior of Agents in Continuous Predators-prey Pursuit Problem

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

@InProceedings{Tanev:2003:ECAL,
  author =       "Ivan Tanev and Katsunori Shimohara",
  title =        "Effects of Learning to Interact on the Evolution of
                 Social Behavior of Agents in Continuous Predators-prey
                 Pursuit Problem",
  booktitle =    "Proceedings of the 7th European Conference on
                 Artificial Life (ECAL 2003)",
  year =         "2003",
  editor =       "Wolfgang Banzhaf and Jens Ziegler and 
                 Thomas Christaller and Peter Dittrich and JanT Kim",
  volume =       "2801",
  series =       "Lecture Notes in Computer Science",
  pages =        "138--145",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming, multi-agent
                 systems, emergence, learning",
  isbn13 =       "978-3-540-20057-4",
  DOI =          "doi:10.1007/978-3-540-39432-7_15",
  abstract =     "the effect of learning to interact on the evolution of
                 social behaviour of agents situated in inherently
                 cooperative environment. Using continuous
                 predators-prey pursuit problem we verified our
                 hypothesis that relatively complex social behaviour may
                 emerge from simple, implicit, locally defined, and
                 therefore robust and highly-scalable interactions
                 between the predator agents. We argue that the ability
                 of agents to learn to perform simple, atomic acts of
                 implicit interaction facilitates the performance of
                 evolution of more complex, social behaviour. The
                 empirical results show about two-fold decrease of
                 computational effort of proposed strongly typed genetic
                 programming (STGP), used as an algorithmic paradigm to
                 evolve the social behavior of the agents, when STGP is
                 combined with learning of agents to implicitly interact
                 with each other.",
}

Genetic Programming entries for Ivan T Tanev Katsunori Shimohara

Citations