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Implicit Learning in Artificial Intelligence

  • James A. Crowder
  • John Carbone
  • Shelli Friess
Chapter

Abstract

There has been much discussion and research over the last few decades on the differences between implicit and explicit learning and subsequently, the difference between explicit and implicit memories that result from implicit vs. explicit learning. Implicit learning differs from explicit learning in that implicit learning happens through unconscious acquisition of knowledge. Implicit learning represents a fundamental process in overall cognition, stemming from unconscious acquisition of knowledge and skills as a result of an entity interacting with its environment. One of the issues or consequences of implicit learning is the notion of how do we recognize that implicit learning has occurred, how will it affect the overall cognitive functions of the entity, and how do we measure and affect implicit learning within an entity? Here, we discuss the notion of self-adapting, cognitive, artificial intelligent entities, and the notion of implicit learning within the artificial intelligent entity; how this will lead to implicit memories and how they might affect an overall artificial intelligent entity, for better or worse.

Keywords

Implicit learning Machine learning Explicit learning Implicit memory Procedural memory Cognitive inference 

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Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  • James A. Crowder
    • 1
  • John Carbone
    • 2
  • Shelli Friess
    • 3
  1. 1.Colorado Engineering Inc.Colorado SpringsUSA
  2. 2.ForcepointAustinUSA
  3. 3.Walden UniversityMinneapolisUSA

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