Engineering General Intelligence, Part 1 [electronic resource] : A Path to Advanced AGI via Embodied Learning and Cognitive Synergy /
Goertzel, Ben.author.
Pennachin, Cassio.author.
Geisweiller, Nil.author.
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.
Includes index.
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.
Artificial intelligence.
Computational intelligence.
Computational complexity.
Neurosciences.
Neural networks (Computer science) .
Artificial Intelligence.
Computational Intelligence.
Complexity.
Neurosciences.
Mathematical Models of Cognitive Processes and Neural Networks.