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

• Main Authors: Goertzel, Ben (Author), Pennachin, Cassio (Author), Geisweiller, Nil (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Paris : Atlantis Press : Imprint: Atlantis Press, 2014.
• Series: Atlantis Thinking Machines, 5
• Subjects: Computer science.; Neurosciences.; Artificial intelligence.; Neural networks (Computer science).; Computational intelligence.; Complexity, Computational.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computational Intelligence.; Complexity.; Mathematical Models of Cognitive Processes and Neural Networks.

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.

Table of 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.