By Dr. Ben Goertzel
This is often the 1st e-book on present learn on man made basic intelligence (AGI), paintings explicitly interested by engineering normal intelligence - self reliant, self-reflective, self-improving, commonsensical intelligence. each one writer explains a selected element 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 very important zone. This ebook might be of curiosity to researchers and scholars who require a coherent therapy of AGI and the relationships among AI and similar fields akin to physics, philosophy, neuroscience, linguistics, psychology, biology, sociology, anthropology and engineering.
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Representing the neural net approach in this book, we have Peter Voss’s paper on the a2i2 architecture. a2i2 is in the vein of other modern work on reinforcement learning, but it is unique in its holistic architecture focused squarely on AGI. Voss uses several diﬀerent reinforcement and other learning techniques, all acting on a common network of artiﬁcial neurons and synapses. The details are original, but are somewhat inspired by prior neural net AI approaches, particularly the “neural gas” approach , as well as objectivist epistemology and cognitive psychology.
Artificial General Intelligence by Dr. Ben Goertzel