Download Artificial General Intelligence (Cognitive Technologies) by Ben Goertzel, Cassio Pennachin PDF

By Ben Goertzel, Cassio Pennachin

This is often the 1st publication on present study on man made normal intelligence (AGI), paintings explicitly considering engineering basic intelligence – self sustaining, self-reflective, self-improving, commonsensical intelligence. each one writer explains a particular point of AGI intimately in every one bankruptcy, whereas additionally investigating the typical subject matters within the paintings of numerous teams, and posing the large, open questions during this very important sector. This publication will 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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Stephen Grossberg [25, 28] has done extensive research on the modeling of complex neural structures. He has spent a great deal of time and effort in creating cognitively-plausible neural structures capable of spatial perception, shape detection, motion processing, speech processing, perceptual grouping, and other tasks. These complex brain mechanisms were then used in the modeling of learning, attention allocation and psychological phenomena like schizophrenia and hallucinations. From the experiences modeling different aspects of the brain and the human neural system in general, Grossberg has moved on to the linking between those neural structures and the mind [26, 27, 28].

Eventually, a rule will be activated that will perform an external action, which may trigger reward from the environment. The reward is then shared by all the rules that have been active since the stimuli were perceived. The credit assignment algorithm used by Holland is called bucket brigade. Rules that receive rewards can bid higher in the next rounds, and are also allowed to reproduce, which results in the creation of new rules. Another important example of social intelligence is presented in the research inspired by social insects.

Fuzzy logic [59, 60] attaches fuzzy truth values to logical statements; probabilistic logic [43] attaches probabilities; NARS attaches degrees of uncertainty, etc. The subtle point of such systems is the transformation of uncertain truth values under logical operators like AND, OR and NOT, and under existential and universal quantification. And, however one manages uncertainty, there are also multiple varieties of speculative reasoning. Inductive [4], abductive [32] and analogical reasoning [31] are commonly discussed.

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