Engineering General Intelligence, Part 1 A Path to Advanced AGI via Embodied Learning and Cognitive Synergy /

The work outlines a novel conceptual and theoretical framework for understanding Artificial General Intelligence and based on this framework outlines a practical roadmap for the development of AGI with capability at the human level and ultimately beyond.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Goertzel, Ben (Autor), Pennachin, Cassio (Autor), Geisweiller, Nil (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Paris : Atlantis Press : Imprint: Atlantis Press, 2014.
Edición:1st ed. 2014.
Colección:Atlantis Thinking Machines, 5
Temas:
Artificial intelligence.
Computational intelligence.
Dynamics.
Nonlinear theories.
Neurosciences.
Neural networks (Computer science) .
Artificial Intelligence.
Computational Intelligence.
Applied Dynamical Systems.
Neuroscience.
Mathematical Models of Cognitive Processes and Neural Networks.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • A Brief Overview of Cog Prime
  • Build Me Something I Haven't Seen: A Cog Prime Thought Experiment
  • What is Human-Like General Intelligence? A Patternist Philosophy of Mind
  • Brief Survey of Cognitive Architectures
  • A Generic Architecture of Human-Like Cognition
  • A Formal Model of Intelligent Agents
  • Cognitive Synergy
  • General Intelligence in the Everyday Human World
  • A Mind-World Correspondence Principle
  • Stages of Cognitive Development
  • The Engineering and Development of Ethics
  • Local, Global and Glocal Knowledge Representation
  • Representing Implicit Knowledge via Hypergraphs
  • Emergent Networks of Intelligence
  • AGI Preschool
  • A Preschool-Based Roadmap to Advanced AGI
  • Advanced Self-Modification: A Possible Path to Superhuman AGI.

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