Download e-book for kindle: Artificial General Intelligence by Dr. Ben Goertzel

By Dr. Ben Goertzel

ISBN-10: 354023733X

ISBN-13: 9783540237334

This can be the 1st e-book on present study on man made basic intelligence (AGI), paintings explicitly keen on engineering common intelligence - self reliant, self-reflective, self-improving, commonsensical intelligence. every one writer explains a selected point of AGI intimately in each one bankruptcy, whereas additionally investigating the typical issues within the paintings of various teams, and posing the massive, open questions during this important region. This publication should be of curiosity to researchers and scholars who require a coherent therapy of AGI and the relationships among AI and similar fields resembling physics, philosophy, neuroscience, linguistics, psychology, biology, sociology, anthropology and engineering.

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Another important example of social intelligence is presented in the research inspired by social insects. Swarm Intelligence [6] is the term that generically describes such systems. Swarm Intelligence systems are a new class of biologically inspired tools. These systems are self-organized, relying on direct and indirect communication between agents to lead to emergent behavior. Positive feedback is Contemporary Approaches to Artificial General Intelligence 25 given by this communication (which can take the form of a dance indicating the direction of food in bee colonies, or pheromone trails in ant societies), which biases the future behavior of the agents in the system.

We hope that the precedent set by these pioneers in AGI research will inspire young AI researchers to stray a bit off the beaten track and venture into the more daring, adventurous and riskier path of seeking the creation of truly general artificial intelligence. Traditional, narrow AI is very valuable, but, if nothing else, we hope that this volume will help create the awareness that AGI research is a very present and viable option. The complementary and related fields are mature enough, the computing power is becoming increasingly easier and cheaper to obtain, and AGI itself is ready for popularization.

However, according to Yudkowsky, AGI designs based too closely on the human brain (such as neural net based designs) may not be able to exploit the unique advantages available to digital intelligences. Finally, the authors’ Novamente AI project has had an interesting relationship with the human mind/brain, over its years of development. The Webmind AI project, Novamente’s predecessor, was more heavily human brain/mind based in its conception. As Webmind progressed, and then as Novamente was created based on the lessons learned in working on Webmind, we found that it was more and more often sensible to depart from human-brain/mind-ish approaches to various issues, in favor of approaches that provided greater efficiency on available computer hardware.

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Artificial General Intelligence by Dr. Ben Goertzel

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