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Advances in artificial general intelligence; concepts, architectures and algorithms; proceedings.


9781586037581

Advances in artificial general intelligence; concepts, architectures and algorithms; proceedings.

AGI (Artificial General Intelligence) A machine intelligence that resembles that of a human being. Considered impossible by many, most artificial intelligence (AI) research, projects and products deal with specific applications such as industrial robots, playing chess,  Workshop (2006: Washington, D.C.) Ed. by Ben Goertzel Ben Goertzel (born December 8, 1966 in Rio de Janeiro, Brazil), is an American author and researcher in the field of artificial intelligence. He currently leads Novamente LLC  and Pei Wang.

IOS (1) (Internetwork Operating System) An operating system from Cisco that is the primary control program used in its routers. IOS is widely used and robust system software that supports the common functions of all products under Cisco's CiscoFusion architecture.  Press

2007

295 pages

$137.00

Hardcover

Frontiers in artificial intelligence and applications; v.157

Q334

Goertzel (Novamente LLC (Logical Link Control) See "LANs" under data link protocol.

LLC - Logical Link Control
) and Wang (Temple U.) present 15 papers demonstrating recent research towards the realization of artificial general intelligence, so called to distinguish the general nature of the project, intended to achieve human-like and human-level intelligence, as opposed to such highly specialized programs as chess-playing programs or medical diagnosis systems. Papers include a survey and assessment of definitions of intelligence, a presentation of a foundational architecture for general intelligence, a discussion of the need for inductive biases The inductive bias of a learning algorithm is the set of assumptions that the learner uses to predict outputs given inputs that it has not encountered.

In machine learning, one aims to construct algorithms that are able to learn to predict a certain target output.
 for human-style learning, review of the Non-Axiomatic Reasoning System (which posits that adaptation under knowledge-resources restriction is the basic principle of intelligence), a discussion of the need for an integrative framework that can adaptively switch between and combine algorithms based on context, a report on experiments in statistical language processing
For the processing of language by computers, see Natural language processing.


Language processing refers to the way human beings process speech or writing and understand it as language.
, a presentation of tools for building neural networks, an examination of a probabilistic-pattern-recognition based learning algorithm, and a discussion of the learning of some simple behaviors for a simulated humanoid agent in a simulation three-dimensional world, among other topics.

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Publication:SciTech Book News
Article Type:Book review
Date:Dec 1, 2008
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