New PDF release: AI: Its Nature and Future

By Margaret A. Boden

ISBN-10: 0198777981

ISBN-13: 9780198777984

The purposes of synthetic Intelligence lie throughout us; in our houses, faculties and workplaces, in our cinemas, in artwork galleries and - no longer least - on the net. the result of man made Intelligence were useful to biologists, psychologists, and linguists in aiding to appreciate the procedures of reminiscence, studying, and language from a clean angle.

As an idea, synthetic Intelligence has fuelled and sharpened the philosophical debates in regards to the nature of the brain, intelligence, and the individuality of people. Margaret A. Boden reports the philosophical and technological demanding situations raised through synthetic Intelligence, contemplating even if courses may possibly ever be rather clever, artistic or maybe unsleeping, and indicates how the pursuit of synthetic Intelligence has helped us to understand how human and animal minds are possible.

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Example text

The current version is inspired by the Hubel–Wiesel vision receptors—cells in visual cortex that respond only to movement, or only to lines of a particular orientation. ) More unusually, this version of DQN is inspired also by the “experience replay” happening in the hippocampus during sleep. Like the hippocampus, the DQN system stores a pool of past samples, or experiences, and reactivates them rapidly during learning. This feature is crucial: the designers reported “a severe deterioration” in performance when it was disabled.

5 Indeed, the USA’s Department of Defense, which paid for the majority of AI research until very recently, has said that the money saved (by AI planning) on battlefield logistics in the first Iraq war outweighed all their previous investment. Planning isn’t restricted to AI: we all do it. Think of packing for your holiday, for instance. You have to find all the things you want to take, which probably won’t all be found in the same place. You may have to buy some new items (sun cream, perhaps). You must decide whether to collect all the things together (perhaps on your bed, or on a table), or whether to put each one in your luggage when you find it.

These questions arise also in designing the semantic web. The semantic web isn’t the same as the World Wide Web—which we’ve had since the 1990s. For the semantic web isn’t even state of the art: it’s state of the future. If and when it exists, machine-driven associative search will be improved and supplemented by machine understanding. This will enable apps and browsers to access infor­ mation from anywhere on the Internet, and to integrate different items sensibly in reasoning about questions.

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AI: Its Nature and Future by Margaret A. Boden

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