Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms : Proceedings of the AGI Workshop 2006

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IOS Press, Jan 1, 2007 - Computers - 295 pages
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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.

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Contents

Aspects of Artificial General Intelligence
1
A Collection of Definitions of Intelligence
17
A Comparative Treatment
25
A Foundational Architecture for Artificial General Intelligence
36
A Working Hypothesis for General Intelligence
55
From NARS to a Thinking Machine
75
Adaptive Algorithmic Hybrids for HumanLevel Artificial Intelligence
94
Cognitive Map Dimensions of the Human Value System Extracted from Natural Language
111
Complex Systems Artificial Intelligence and Theoretical Psychology
159
Stages of Cognitive Development in UncertainLogicBased AI Systems
174
Indefinite Probabilities for General Intelligence
195
A ThoughtExperiment in Embodied Social Learning Cognitive Process Integration and the Dynamic Emergence of the Self
217
Probabilistic Logic Based Reinforcement Learning of Simple Embodied Behaviors in a 3D Simulation World
253
How Do We More Greatly Ensure Responsible AGI?
276
What Are the Bottlenecks and How Soon to AGI?
283
Author Index
295

Program Evolution for General Intelligence
125
Artificial Brains An Inexpensive Method for Accelerating the Evolution of Neural Network Modules for Building Artificial Brains
144

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About the author (2007)

Dr. Ben Goertzel is a long-time leading researcher in the field of Artificial General Intelligence, and has also been prominent in the futurist and transhumanist communities, writing and speaking frequently about the long-term implications of AGI technology. He currently resides in Hong Kong with his AI-researcher wife Ruiting Lian, serving as Chief Scientist of financial prediction firm Aidyia Holdings and participating in the OpenCog AGI/robotics project at Hong Kong Poly U. Holding a PhD in mathematics, Dr. Goertzel has published over a dozen books and 100+ research papers on AI, longevity biology and other areas of science, and is the founder of the AGI conference series, and Vice Chairman of Humanity+.

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