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A Cognitive API and Its Application to AGI Intelligence Assessment

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Artificial General Intelligence (AGI 2014)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8598))

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Abstract

An Application Programming Interface for human-level AGI systems is proposed, aimed at bridging the gap between proto-AGI R&D systems and practical AI application development. The API contains simply formalized queries corresponding to the various key aspects of human-like intelligence, organized so as to be independent of the algorithms used under the hood for query resolution and associated supporting cognitive processes. A novel, qualitative (and in principle quantifiable) measure of software general intelligence is proposed (the APIQ), measuring the degree to which a system succeeds at fulfilling the various API functions using a compact set of representations and algorithms.

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References

  1. Adams, S., Arel, I., Bach, J., Coop, R., Furlan, R., Goertzel, B., Hall, J.S., Samsonovich, A., Scheutz, M., Schlesinger, M., Shapiro, S.C., Sowa, J.: Mapping the landscape of human-level artificial general intelligence. Artificial Intelligence Magazine (2011)

    Google Scholar 

  2. Bringsjord, S., Schimanski, B.: What is artificial intelligence? psychometric ai as an answer. In: IJCAI, pp. 887–893 (2003)

    Google Scholar 

  3. Fellbaum, C.: WordNet: An Electronic Lexical Database. Addison-Wesley (1990)

    Google Scholar 

  4. Goertzel, B.: Toward a formal definition of real-world general intelligence. In: Proceedings of AGI (2010)

    Google Scholar 

  5. Goertzel, B., Pennachin, C., Geisweiller, N.: Engineering General Intelligence, Part 1: A Path to Advanced AGI via Embodied Learning and Cognitive Synergy. Atlantis Thinking Machines. Springer (2013)

    Google Scholar 

  6. Goertzel, B., Pennachin, C., Geisweiller, N.: Engineering General Intelligence, Part 2: The CogPrime Architecture for Integrative, Embodied AGI. Atlantis Thinking Machines. Springer (2013)

    Google Scholar 

  7. Hernandez-Orallo, J., Dowe, D.L.: Measuring universal intelligence: Towards an anytime intelligence test. Artificial Intelligence Journal 174(18), 1508–1539 (2010)

    Article  MathSciNet  Google Scholar 

  8. Legg, S., Hutter, M.: A definition of machine intelligence. Minds and Machines 17 (2007)

    Google Scholar 

  9. Legg, S., Veness, J.: An approximation of the universal intelligence measure. CoRR abs/1109.5951 (2011)

    Google Scholar 

  10. Speer, R., Havasi, C.: Conceptnet 5. Tiny Transactions of Computer Science (2012), http://tinytocs.org/vol1/papers/tinytocs-v1-speer.pdf

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Goertzel, B., Yu, G. (2014). A Cognitive API and Its Application to AGI Intelligence Assessment. In: Goertzel, B., Orseau, L., Snaider, J. (eds) Artificial General Intelligence. AGI 2014. Lecture Notes in Computer Science(), vol 8598. Springer, Cham. https://doi.org/10.1007/978-3-319-09274-4_25

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  • DOI: https://doi.org/10.1007/978-3-319-09274-4_25

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-09273-7

  • Online ISBN: 978-3-319-09274-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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