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Engineering General Intelligence, Part 1: A Path to Advanced AGI via Embodied Learning and Cognitive Synergy: Atlantis Thinking Machines, cartea 5

Autor Ben Goertzel, Cassio Pennachin, Nil Geisweiller
en Limba Engleză Hardback – 12 mar 2014
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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Specificații

ISBN-13: 9789462390263
ISBN-10: 9462390266
Pagini: 432
Ilustrații: XXII, 409 p. 105 illus., 32 illus. in color.
Dimensiuni: 155 x 235 x 29 mm
Greutate: 0.7 kg
Ediția:2014
Editura: ATLANTIS PRESS
Colecția Atlantis Press
Seria Atlantis Thinking Machines

Locul publicării:Paris, Netherlands

Public țintă

Research

Cuprins

A Brief Overview of Cog Prime.- Build Me Something I Haven’t Seen: A Cog Prime Thought Experiment.- What is Human-Like General Intelligence? A Patternist Philosophy of Mind.- Brief Survey of Cognitive Architectures.- A Generic Architecture of Human-Like Cognition.- A Formal Model of Intelligent Agents.- Cognitive Synergy.- General Intelligence in the Everyday Human World.- A Mind-World Correspondence Principle.- Stages of Cognitive Development.- The Engineering and Development of Ethics.- Local, Global and Glocal Knowledge Representation.- Representing Implicit Knowledge via Hypergraphs.- Emergent Networks of Intelligence.- AGI Preschool.- A Preschool-Based Roadmap to Advanced AGI.- Advanced Self-Modification: A Possible Path to Superhuman AGI.

Caracteristici

No other book (or research paper) provides a detailed, carefully-argued roadmap for getting from the present state of AI technology to the creation of Artificial General Intelligence with capability at the human level and beyond No other book (or research paper) bridges the gap between the abstract, mathematical theory of general intelligence and real-world general intelligence as demonstrated by humans and other practically achievable AGI systems The book gives concrete guidance for the creation of virtual worlds and robotic environments suitable for the education and development of advanced Artificial General Intelligence systems Includes supplementary material: sn.pub/extras