Advances in artificial general intelligence: concepts, by B. Goertzel

By B. Goertzel

The subject of this booklet - the production of software program courses showing vast, deep, human-style basic intelligence - is a grand and bold one. And but it truly is faraway from a frivolous one: what the papers during this book illustrate is that it's a healthy and correct topic for severe technology and engineering exploration. nobody has but created a software with human-style or (even approximately) human-level basic intelligence - yet we have a sufficiently wealthy highbrow toolkit that it truly is attainable to consider any such danger intimately, and make severe makes an attempt at layout, research and engineering. chance intimately, and make severe makes an attempt at layout, research and engineering. this is often the placement that ended in the association of the 2006 AGIRI (Artificial normal Intelligence learn Institute) workshop; and to the choice to put up a ebook from contributions via the audio system on the convention. the fabric awarded the following purely scratches the outside of the AGI-related R&D paintings that's happening all over the world at this second. however the editors are happy to have had the opportunity to be considering organizing and offering not less than a small percent of the modern progress.

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These Procedure objects are stored in a ProcedureRepository; and each of these objects is associated with a ProcedureNode that resides in semantic, declarative memory. ” A key point is that Procedures, whenever possible, are broken down into small modules: this makes for effective real-time context-switching between various currently active procedures; and also makes procedure learning and procedural inference much easier. Samsonovich: Again, the lower-level (interface) procedures are stored as special function in a separate module called “procedural memory”.

Yale University Press, New Haven, 1929. [25] R. Kurzweil. The age of spiritual machines: When computers exceed human intelligence. Penguin, 2000. [26] J. S. Albus. Outline for a theory of intelligence. IEEE Trans. Systems, Man and Cybernetics, 21(3):473– 509, 1991. [27] D. B. Fogel. Review of computational intelligence: Imitating life. Proc. of the IEEE, 83(11), 1995. [28] B. Goertzel. The Hidden Pattern. Brown Walker Press, 2006. [29] R. R. Gudwin. Evaluating intelligence: A computational semiotics perspective.

Wang: Episodes are represented as events, which are statements with temporal attributes. Like all statements, they are stored in the related concepts. x How are facts and conjectures (“declarative knowledge”) stored in memory? ) S. Franklin et al. / Four Contemporary AGI Designs: A Comparative Treatment 29 Franklin: Facts and conjectures are constructed in the workspace and are stored in declarative memory, perhaps eventually becoming part of it’s subset, semantic memory. Goertzel: Declarative knowledge is represented using a semantic network type approach, involving types nodes and links.

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