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
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