Engineering General Intelligence, Part 2 : The CogPrime Architecture for Integrative, Embodied AGI

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

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Hlavní autor: Goertzel, Ben (Autor)
Další autoři: Pennachin, Cassio (Autor)
Geisweiller, Nil (Autor)
Korporace: SpringerLink (online služba) (Distributor) 
Médium: E-kniha
Jazyk:angličtina
Vydáno: Paris : Atlantis Press : 2014
Edice:Atlantis Thinking Machines, 6
Žánr/forma:elektronické knihy
ISBN:9789462390300
On-line přístup:Plný text
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100 1 |a Goertzel, Ben  |4 aut 
245 1 0 |a Engineering General Intelligence, Part 2 :  |b The CogPrime Architecture for Integrative, Embodied AGI /  |c by Ben Goertzel, Cassio Pennachin, Nil Geisweiller 
250 |a 1st ed. 2014 
264 1 |a Paris :  |b Atlantis Press :  |c 2014 
300 |a 1 online zdroj (XXII, 562 p. 42 illus., 9 illus. in color.) 
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490 1 |a Atlantis Thinking Machines,  |x 1877-3273 ;  |v 6 
505 0 |a 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 
520 |a 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 
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700 1 |a Geisweiller, Nil  |4 aut 
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776 0 8 |i Tištěné vydání :  |t Engineering General Intelligence, Part 2 
830 0 |a Atlantis Thinking Machines,  |x 1877-3273 ;  |v 6 
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950 |a Springer  |b Computer Science 2015