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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Goertzel, Ben (Συγγραφέας), Pennachin, Cassio (Συγγραφέας), Geisweiller, Nil (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Paris : Atlantis Press : Imprint: Atlantis Press, 2014.
Σειρά:Atlantis Thinking Machines, 6
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Goertzel, Ben.  |e author. 
245 1 0 |a Engineering General Intelligence, Part 2  |h [electronic resource] :  |b The CogPrime Architecture for Integrative, Embodied AGI /  |c by Ben Goertzel, Cassio Pennachin, Nil Geisweiller. 
264 1 |a Paris :  |b Atlantis Press :  |b Imprint: Atlantis Press,  |c 2014. 
300 |a XXII, 562 p. 42 illus., 9 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
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. 
650 0 |a Computer science. 
650 0 |a Artificial intelligence. 
650 1 4 |a Computer Science. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
700 1 |a Pennachin, Cassio.  |e author. 
700 1 |a Geisweiller, Nil.  |e author. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9789462390294 
830 0 |a Atlantis Thinking Machines,  |x 1877-3273 ;  |v 6 
856 4 0 |u http://dx.doi.org/10.2991/978-94-6239-030-0  |z Full Text via HEAL-Link 
912 |a ZDB-2-SCS 
950 |a Computer Science (Springer-11645)