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Principles of Noology Toward a Theory and Science of Intelligence /

The idea of this book is to establish a new scientific discipline, "noology," under which a set of fundamental principles are proposed for the characterization of both naturally occurring and artificial intelligent systems. The methodology adopted in Principles of Noology for the character...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Ho, Seng-Beng (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Socio-Affective Computing, 3
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Preface
  • Acknowledgement
  • Introduction
  • Rapid Unsupervised Effective Causal Learning
  • A General Noological Framework
  • Conceptual Grounding and Operational Representation
  • Causal Rules, Problem Solving, and Operational Representation
  • The Causal Role of Sensory Information
  • Application to the StarCraft Game Environment
  • A Grand Challenge for Noology and Computational Intelligence
  • Affect Driven Noological Processes
  • Summary and Beyond
  • Appendix A: Causal vs Reinforcement Learning
  • Appendix B: Rapid Effective Causal Learning Algorithm
  • Index. .