• DocumentCode
    1798143
  • Title

    From here to AGI: A roadmap to the realization of human-level artificial general intelligence

  • Author

    Goertzel, Ben ; Yu, Guanding

  • Author_Institution
    OpenCog Found., Rehoboth, DE, USA
  • fYear
    2014
  • fDate
    6-11 July 2014
  • Firstpage
    1525
  • Lastpage
    1533
  • Abstract
    A practical roadmap to human-level artificial general intelligence is outlined, leading from the current situation in which complex AGI-oriented cognitive architectures remain partially implemented and inadequately tested, to a future in which AGI systems are deployed to carry out a variety of practical tasks currently only achievable via humans. The roadmap involves simultaneous development of proto-AGI applications in a number of different areas: videogame agent control, mobile robotics, genomics, natural language dialogue, theorem proving and program learning. The simultaneous pursuit of diverse application areas using a single AGI architecture is proposed as critical to maintaining generality of intelligence throughout the development process. While acknowledging the profound difficulty of time estimation for a project of this complexity, it is projected that the roadmap outlined could potentially be completed in a decade or less.
  • Keywords
    computational complexity; learning (artificial intelligence); multi-agent systems; AGI architecture; AGI-oriented cognitive architectures; genomics; human-level artificial general intelligence; mobile robotics; natural language dialogue; program learning; proto-AGI applications; theorem proving; time estimation; videogame agent control; Artificial intelligence; Bioinformatics; Computer architecture; Context; Genomics; Robots; Software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), 2014 International Joint Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-6627-1
  • Type

    conf

  • DOI
    10.1109/IJCNN.2014.6889801
  • Filename
    6889801