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Advances in Artificial General Intelligence : Concepts, Architectures and Algorithms.
Title:
Advances in Artificial General Intelligence : Concepts, Architectures and Algorithms.
Author:
Goertzel, B.
ISBN:
9781607502555
Personal Author:
Physical Description:
1 online resource (304 pages)
Contents:
Title page -- Preface -- Contents -- Introduction: Aspects of Artificial General Intelligence -- A Collection of Definitions of Intelligence -- Four Contemporary AGI Designs: A Comparative Treatment -- A Foundational Architecture for Artificial General Intelligence -- A Working Hypothesis for General Intelligence -- From NARS to a Thinking Machine -- Adaptive Algorithmic Hybrids for Human-Level Artificial Intelligence -- Cognitive Map Dimensions of the Human Value System Extracted from Natural Language -- Program Evolution for General Intelligence -- Artificial Brains. An Inexpensive Method for Accelerating the Evolution of Neural Network Modules for Building Artificial Brains -- Complex Systems, Artificial Intelligence and Theoretical Psychology -- Stages of Cognitive Development in Uncertain-Logic-Based AI Systems -- Indefinite Probabilities for General Intelligence -- Virtual Easter Egg Hunting: A Thought-Experiment in Embodied Social Learning, Cognitive Process Integration, and the Dynamic Emergence of the Self -- Probabilistic Logic Based Reinforcement Learning of Simple Embodied Behaviors in a 3D Simulation World -- How Do We More Greatly Ensure Responsible AGI? -- Panel Discussion: What Are the Bottlenecks, and How Soon to AGI? -- Author Index.
Abstract:
Examines the creation of software programs displaying broad, deep, human-style general intelligence. This work features papers presented at the 2006 AGIRI (Artificial General Intelligence Research Institute) workshop, which illustrates that it is a fit and proper subject for serious science and engineering exploration.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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