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

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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.

Author(s): Ben Goertzel, Cassio Pennachin, Nil Geisweiller (auth.)
Series: Atlantis Thinking Machines 5
Edition: 1
Publisher: Atlantis Press
Year: 2014

Language: English
Pages: 409
Tags: Artificial Intelligence (incl. Robotics); Computational Intelligence; Complexity; Neurosciences; Mathematical Models of Cognitive Processes and Neural Networks

Front Matter....Pages i-xxii
Introduction....Pages 1-18
Front Matter....Pages 19-19
A Brief Overview of CogPrime....Pages 21-40
Build Me Something I Haven’t Seen: A CogPrime Thought Experiment....Pages 41-58
Front Matter....Pages 59-59
What is Human-Like General Intelligence?....Pages 61-76
A Patternist Philosophy of Mind....Pages 77-99
Brief Survey of Cognitive Architectures....Pages 101-142
A Generic Architecture of Human-Like Cognition....Pages 143-154
Front Matter....Pages 155-155
A Formal Model of Intelligent Agents....Pages 157-172
Cognitive Synergy....Pages 173-195
General Intelligence in the Everyday Human World....Pages 197-214
A Mind-World Correspondence Principle....Pages 215-222
Front Matter....Pages 223-223
Stages of Cognitive Development....Pages 225-244
The Engineering and Development of Ethics....Pages 245-287
Front Matter....Pages 289-289
Local, Global and Glocal Knowledge Representation....Pages 291-318
Representing Implicit Knowledge via Hypergraphs....Pages 319-325
Emergent Networks of Intelligence....Pages 327-333
Front Matter....Pages 335-335
AGI Preschool....Pages 337-354
A Preschool-Based Roadmap to Advanced AGI....Pages 355-364
Advanced Self-Modification: A Possible Path to Superhuman AGI....Pages 365-373
Back Matter....Pages 375-409