Theoretical Foundations of Artificial General Intelligence

• Corporate Author: SpringerLink (Online service)
• Other Authors: Wang, Pei (Editor), Goertzel, Ben (Editor)
• Format: Electronic eBook
• Language: English
• Published: Paris : Atlantis Press : Imprint: Atlantis Press, 2012.
• Series: Atlantis Thinking Machines, 4
• Subjects: Computer science.; Computers.; Artificial intelligence.; Computer simulation.; Cognitive psychology.; Computer Science.; Artificial Intelligence (incl. Robotics).; Models and Principles.; Simulation and Modeling.; Cognitive Psychology.

This book is a collection of writings by active researchers in the field of Artificial General Intelligence, on topics of central importance in the field. Each chapter focuses on one theoretical problem, proposes a novel solution, and is written in sufficiently non-technical language to be understan...

Table of Contents:

• Introduction
• Artificial Intelligence and Cognitive Modeling Have the Same Problem
• The Piaget-MacGuyver Room
• Beyond the Octopus: From General Intelligence toward a Human-like Mind
• One Decade of Universal Artificial Intelligence
• Deep Reinforcement Learning as Foundation for Artificial General Intelligence
• The LIDA Model as a Foundational Architecture for AGI
• The Architecture of Human-Like General Intelligence
• A New Constructivist AI
• Towards an Actual Gödel Machine Implementation
• Artificial General Intelligence Begins with Recognition
• Theory Blending as a Framework for Creativity in Systems for General Intelligence
• Modeling Emotion and Affect
• AGI and Machine Consciousness
• Human and Machine Consciousness as a Boundary Effect in the Concept
• Theories of Artificial Intelligence.