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Artificial Intelligence 0. Course Overview
Artificial Intelligence 0. Course Overview

... Humans will choose to become computers ...
Artificial Intelligence
Artificial Intelligence

... associate with human thinking, activities such as decision-making, problem solving, learning...” Bellman, 1978 ...
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... • Have made truly astonishing progress in the world of Computer GO • More CPU leads to more simulated play which leads to higher quality actual play ...
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... The goal of this course is to provide students with a survey of different aspects of artificial intelligence (AI). A variety of approaches with general applicability will be developed. We will start with the AI-as-search paradigm, and discuss generic search strategies and heuristic-based improvement ...
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Artificial Intelligence

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Artificial Intelligence I: Definitional Perspective

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... A. The idea of personal assistant robots are not too far off, perhaps. But how will these human-like robots, called androids, behave and how will they be governed? Won’t they “take over the world?” If the robot laws of Isaac Asimov is followed, we’ll be safe. 1. Asimov’s first law is that robots may ...
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Introduction to Artificial Intelligence

... Categorizing the Definitions • Acting or thinking – Some definitions focus on thinking and reasoning, on the “mind” of the machine – Others focus on acting, on the behavior of the machine (whether there’s real thought behind it may not matter?) ...
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Intelligence explosion

An intelligence explosion is the expected outcome of the hypothetically forthcoming technological singularity, that is, the result of man building artificial general intelligence (strong AI). Strong AI would be capable of recursive self-improvement leading to the emergence of superintelligence, the limits of which are unknown.The notion of an ""intelligence explosion"" was first described by Good (1965), who speculated on the effects of superhuman machines, should they ever be invented:Let an ultraintelligent machine be defined as a machine that can far surpass all the intellectual activities of any man however clever. Since the design of machines is one of these intellectual activities, an ultraintelligent machine could design even better machines; there would then unquestionably be an ‘intelligence explosion,’ and the intelligence of man would be left far behind. Thus the first ultraintelligent machine is the last invention that man need ever make, provided that the machine is docile enough to tell us how to keep it under control.Although technological progress has been accelerating, it has been limited by the basic intelligence of the human brain, which has not, according to Paul R. Ehrlich, changed significantly for millennia. However, with the increasing power of computers and other technologies, it might eventually be possible to build a machine that is more intelligent than humanity. If a superhuman intelligence were to be invented—either through the amplification of human intelligence or through artificial intelligence—it would bring to bear greater problem-solving and inventive skills than current humans are capable of. It could then design an even more capable machine, or re-write its own software to become even more intelligent. This more capable machine could then go on to design a machine of yet greater capability. These iterations of recursive self-improvement could accelerate, potentially allowing enormous qualitative change before any upper limits imposed by the laws of physics or theoretical computation set in.
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