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Engineering General Intelligence, Part 1 [electronic resource] : A Path to Advanced AGI via Embodied Learning and Cognitive Synergy / by Ben Goertzel, Cassio Pennachin, Nil Geisweiller.

By: Goertzel, Ben [author.].
Contributor(s): Pennachin, Cassio [author.] | Geisweiller, Nil [author.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Atlantis Thinking Machines: 5Publisher: Paris : Atlantis Press : Imprint: Atlantis Press, 2014Description: XXII, 409 p. 105 illus., 32 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9789462390270.Subject(s): Computer science | Neurosciences | Artificial intelligence | Neural networks (Computer science) | Computational intelligence | Complexity, Computational | Computer Science | Artificial Intelligence (incl. Robotics) | Computational Intelligence | Complexity | Neurosciences | Mathematical Models of Cognitive Processes and Neural NetworksAdditional physical formats: Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
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.
In: Springer eBooksSummary: 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.
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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.

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.

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