• DocumentCode
    1593901
  • Title

    Meme selection, variation, and transmission in multi-agent system

  • Author

    Pan, Z.X. ; Feng, L. ; Ong, Y.S. ; Kang, Y.L. ; Tan, A.H. ; Miao, C.Y.

  • Author_Institution
    Center for Comput. Intell., Nanyang Technol. Univ., Singapore, Singapore
  • fYear
    2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The incorporation of intelligent agents into the realms of Virtual Environments (VE) has demonstrated a high potential in improving user interactivity, participation and satisfaction in these virtual worlds. In order to stay relevant to the demands and expectations of users in a Virtual Environment, agents must be able to adapt quickly and learn from other agents in order to perform well. The novelty of this paper lies in leveraging the potential of a new perspective of memetic computing and cultural transmission in a multi-agent environment through cultural evolution. This paper shares the concept from the perspective of not only vertically but also horizontal transmission of knowledge through memes selection, variation and transmission which calls for empirically verifying whether such a paradigm is viable for improving agents´ learning capabilities in a multiagent environment. This research seeks to use the notion of memes in order to equip virtual agents with the essential learning capabilities that are closer to humanity.
  • Keywords
    cultural aspects; evolutionary computation; humanities; learning (artificial intelligence); multi-agent systems; virtual reality; cultural evolution; cultural transmission; humanity; intelligent agents; knowledge transmission; learning; memetic computing; multi-agent system; virtual environments; Neurons; Culture Evolution; Memetic; Multi-Agent;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    World Automation Congress (WAC), 2010
  • Conference_Location
    Kobe
  • ISSN
    2154-4824
  • Print_ISBN
    978-1-4244-9673-0
  • Electronic_ISBN
    2154-4824
  • Type

    conf

  • Filename
    5665582