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

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Ben Goertzel, Pei Wang
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)

The chief editor of the book, Dr. Ben Goertzel, has published 4 research treatises in AI, cognitive science and systems theory, a biography of Linus Pauling, and one previous edited volume (in the area of dynamical psychology), as well as numerous research papers (for his CV, see www.goertzel.org/ben/newResume.htm).

Dr. Ben Goertzel has been involved in AI research and application development since the late 1980a (TM)s. He holds a PhD in mathematics from Temple University, and over the period 1989-1997 he held several university faculty positions in mathematics, computer science, and psychology, in the US, New Zealand and Australia.

Dr. Goertzel is author of numerous research papers and journalistic articles, a biography of Linus Pauling, and five scholarly books dealing with topics in the cognitive sciences, including Chaotic Logic (Plenum Press, 1994), and Creating Internet Intelligence (Plenum Press, 2001).

Currently, as CEO of the software firms Biomind LLC and Novamente LLC, he is leading a team of AI researchers in the development and commercialization of Artificial General Intelligence technology.

Cassio Pennachin has been leading software development projects since the mid-1990's, in artificial intelligence, bioinformatics, operations research and other areas. Prior to taking on his current role as CTO of Novamente LLC and Biomind LLC, he served as founder and CEO of Vetta Technologies, a Brazil-based software consulting firm, and he led a team developing mass spectrometry data analysis software for Proteometrics. From 1998-2001 Cassio was the former VP of R&D at Webmind Inc., leading several projects in AI, data mining and information retrieval.

Ben andCassio are the chief architects of the Novamente AI Engine, one of the AGI projects described in the book.

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