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Advances in artificial general intelligence: concepts, architectures and algorithms

✍ Scribed by B. Goertzel


Publisher
IOS Press
Year
2007
Tongue
English
Leaves
304
Series
Frontiers in artificial intelligence and applications
Category
Library

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✦ Synopsis


The topic of this book - the creation of software programs displaying broad, deep, human-style general intelligence - is a grand and ambitious one. And yet it is far from a frivolous one: what the papers in this publication illustrate is that it is a fit and proper subject for serious science and engineering exploration. No one has yet created a software program with human-style or (even roughly) human-level general intelligence - but we now have a sufficiently rich intellectual toolkit that it is possible to think about such a possibility in detail, and make serious attempts at design, analysis and engineering. possibility in detail, and make serious attempts at design, analysis and engineering. This is the situation that led to the organization of the 2006 AGIRI (Artificial General Intelligence Research Institute) workshop; and to the decision to publish a book from contributions by the speakers at the conference. The material presented here only scratches the surface of the AGI-related R&D work that is occurring around the world at this moment. But the editors are pleased to have had the chance to be involved in organizing and presenting at least a small percentage of the contemporary progress.

IOS Press is an international science, technical and medical publisher of high-quality books for academics, scientists, and professionals in all fields.

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✦ Table of Contents


Title page......Page 1
Preface......Page 5
Contents......Page 7
Introduction: Aspects of Artificial General Intelligence......Page 9
A Collection of Definitions of Intelligence......Page 25
Four Contemporary AGI Designs: A Comparative Treatment......Page 33
A Foundational Architecture for Artificial General Intelligence......Page 44
A Working Hypothesis for General Intelligence......Page 63
From NARS to a Thinking Machine......Page 83
Adaptive Algorithmic Hybrids for Human-Level Artificial Intelligence......Page 102
Cognitive Map Dimensions of the Human Value System Extracted from Natural Language......Page 119
Program Evolution for General Intelligence......Page 133
Artificial Brains. An Inexpensive Method for Accelerating the Evolution of Neural Network Modules for Building Artificial Brains......Page 152
Complex Systems, Artificial Intelligence and Theoretical Psychology......Page 167
Stages of Cognitive Development in Uncertain-Logic-Based AI Systems......Page 182
Indefinite Probabilities for General Intelligence......Page 203
Virtual Easter Egg Hunting: A Thought-Experiment in Embodied Social Learning, Cognitive Process Integration, and the Dynamic Emergence of the Self......Page 225
Probabilistic Logic Based Reinforcement Learning of Simple Embodied Behaviors in a 3D Simulation World......Page 261
How Do We More Greatly Ensure Responsible AGI?......Page 284
Panel Discussion: What Are the Bottlenecks, and How Soon to AGI?......Page 291
Author Index......Page 303


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