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

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Springer, Jul 8, 2014 - Computers - 409 pages
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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.
 

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Contents

1 Introduction
1
Part IOverview of the CogPrime Architecture
19
2 A Brief Overview of CogPrime
20
A CogPrime Thought Experiment
41
Part IIArtificial and Natural General Intelligence
59
4 What is HumanLike General Intelligence?
61
5 A Patternist Philosophy of Mind
77
6 Brief Survey of Cognitive Architectures
100
Part IVCognitive and Ethical Development
223
12 Stages of Cognitive Development
225
13 The Engineering and Development of Ethics
245
Part VNetworks for Explicit and Implicit Knowledge Representation
288
14 Local Global and Glocal Knowledge Representation
291
15 Representing Implicit Knowledge via Hypergraphs
319
16 Emergent Networks of Intelligence
326
Part VIA Path to HumanLevel AGI
334

7 A Generic Architecture of HumanLike Cognition
143
Part IIIToward a General Theory of General Intelligence
155
8 A Formal Model of Intelligent Agents
157
9 Cognitive Synergy
173
10 General Intelligence in the Everyday Human World
196
11 A MindWorld Correspondence Principle
215
17 AGI Preschool
335
18 A PreschoolBased Roadmap to Advanced AGI
355
A Possible Path to Superhuman AGI
365
A Glossary
375
Index
404
Copyright

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