• DocumentCode
    2382101
  • Title

    An overview over recent advances and future directions of the theory of structured intelligence

  • Author

    Wolf, Martin J. ; Jipp, Meike ; Kloess, Sebastian ; Badreddin, Essameddin

  • Author_Institution
    Autom. Lab., Heidelberg Univ., Mannheim, Germany
  • fYear
    2011
  • fDate
    9-12 Oct. 2011
  • Firstpage
    2139
  • Lastpage
    2144
  • Abstract
    In this paper, recent theoretical and experimental results in the area of structured intelligence research as well as future research directions and open questions are summarized. The Theory of Structured Intelligence (TSI) provides a transdisciplinary modular framework for intelligence research in psychology, neurosciences, computer science and engineering and can, thus, achieve synergetic effects and holistic results. The historical development of intelligence theories including strengths and weaknesses are traced. The TSI combines well-established theories and provides solutions to their shortcomings. Recent research results show the suitability of TSI in empirically validating human intelligence and implementing machine intelligence with application to path-planning of an autonomous robot. A description of work-in-progress, future directions and open questions namely in the fields “comparative static and dynamic test suite”, “functional and structural extensions and improvements”, “alternative functionally equivalent realizations of components”, and “further applications and impact of the TSI” are then elaborated.
  • Keywords
    artificial intelligence; mobile robots; path planning; autonomous robot; comparative dynamic test suite; comparative static test suite; computer science; engineering; functional extension; human intelligence; machine intelligence; neurosciences; path planning; psychology; structural extension; structured intelligence theory; transdisciplinary modular framework; Artificial intelligence; Complexity theory; Fluids; Humans; Problem-solving; Psychology; Technological innovation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
  • Conference_Location
    Anchorage, AK
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4577-0652-3
  • Type

    conf

  • DOI
    10.1109/ICSMC.2011.6083988
  • Filename
    6083988