Titlebook: Artificial General Intelligence; Ben Goertzel,Cassio Pennachin Book 2007 Springer-Verlag Berlin Heidelberg 2007 3D graphics.Rover.Universa

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Essentials of General Intelligence: The Direct Path to Artificial General Intelligence, expensive, yet significantly more capable. In addition to concentrating on general learning abilities, a fast-track approach should also seek a path of least resistance — one that capitalizes on human engineering strengths and available technology. Sometimes, this involves selecting the AI road les

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,G?del Machines: Fully Self-referential Optimal Universal Self-improvers,by Kurt G?del’s celebrated self-referential formulas (1931), such a problem solver rewrites any part of its own code as soon as it has found a proof that the rewrite is ., where the problem-dependent . and the hardware and the entire initial code are described by axioms encoded in an initial proof s

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,Universal Algorithmic Intelligence: A Mathematical Top→Down Approach, is known. Solomonoff’s theory of universal induction formally solves the problem of sequence prediction for unknown prior distribution. We combine both ideas and get a parameter-free theory of universal Artificial Intelligence. We give strong arguments that the resulting AIXI model is the most inte

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The Natural Way to Artificial Intelligence, a serious scientific basis of AI research. The “intelligent inventions” of biological evolution (unconditional reflex, habituation, conditional reflex, ...) to be modeled, conceptual background theories (the metasystem transition theory by V.F. Turchin and the theory of functional systems by P.K. A

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Levels of Organization in General Intelligence,osmides; Section 2 constitutes the bulk of the paper and discusses the functional decomposition of general intelligence into a complex supersystem of interdependent internally specialized processes, and structures the description using five successive levels of functional organization: Code, sensory

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Contemporary Approaches to Artificial General Intelligence,