Engineering General Intelligence, Part 2
The CogPrime Architecture for Integrative, Embodied AGI
Published on 14. March 2014
Book
Hardback
XXII, 562 pages
978-94-6239-029-4 (ISBN)
Description
The work outlines a detailed blueprint for the creation of an Artificial General Intelligence system with capability at the human level and ultimately beyond, according to the Cog Prime AGI design and the Open Cog software architecture.
More details
Series
Language
English
Place of publication
Paris
Netherlands
Target group
Professional and scholarly
Research
Illustrations
33 s/w Abbildungen, 9 farbige Abbildungen
XXII, 562 p. 42 illus., 9 illus. in color.
Dimensions
Height: 241 mm
Width: 160 mm
Thickness: 37 mm
Weight
1033 gr
ISBN-13
978-94-6239-029-4 (9789462390294)
DOI
10.2991/978-94-6239-030-0
Schweitzer Classification
Other editions
Additional editions
Ben Goertzel | Cassio Pennachin | Nil Geisweiller
Engineering General Intelligence, Part 2
The CogPrime Architecture for Integrative, Embodied AGI
E-Book
07/2014
1st Edition
Atlantis Press
€139.09
Available for download
Content
The Open Cog Framework.- Knowledge Representation Using the Atomspace.- Representing Procedural Knowledge.- Emotion, Motivation, Attention and Control.- Attention Allocation.- Economic Goal and Action Selection.- Integrative Procedure Evaluation.- Perceptual and Motor Hierarchies.- Integrating Cog Prime with a Compositional Spatiotemporal Deep Learning Network.- Making DeSTIN Representationally Transparent.- Bridging the Symbolic/Subsymbolic Gap.- Procedure Learning as Program Learning.- Learning Procedures via Imitation, Reinforcement and Correction.- Procedure Learning via Adaptively Biased Hillclimbing.- Probabilistic Evolutionary Procedure Learning.- Probabilistic Logic Networks.- Spatio-Temporal Inference.- Adaptive, Integrative Inference Control.- Pattern Mining..- Speculative Concept Formation.- Dimensional Embedding.- Mental Simulation and Episodic Memory.- Integrative Procedure Learning.- Map Formation.- Communication Between Artificial Minds.- Natural Language Comprehension.- Language Learning via Unsupervised Corpus Analysis.- Natural Language Generation.- Embodied Language Processing.- Natural Language Dialogue.- Summary of Argument for the Cog Prime Approach.