Slides in PDF - of Marcus Hutter
Slides in PDF - of Marcus Hutter
Slides in PDF - of Marcus Hutter
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<strong>Marcus</strong> <strong>Hutter</strong> - 7 - Universal Induction & Intelligence<br />
What is (Artificial) Intelligence<br />
Intelligence can have many faces ⇒ formal def<strong>in</strong>ition difficult<br />
• reason<strong>in</strong>g<br />
• creativity<br />
• association<br />
• generalization<br />
• pattern recognition<br />
• problem solv<strong>in</strong>g<br />
• memorization<br />
• plann<strong>in</strong>g<br />
• achiev<strong>in</strong>g goals<br />
• learn<strong>in</strong>g<br />
• optimization<br />
• self-preservation<br />
• vision<br />
• language process<strong>in</strong>g<br />
• classification<br />
• <strong>in</strong>duction<br />
• deduction<br />
• ...<br />
What is AI Th<strong>in</strong>k<strong>in</strong>g Act<strong>in</strong>g<br />
humanly Cognitive Tur<strong>in</strong>g test,<br />
Science Behaviorism<br />
rationally Laws Do<strong>in</strong>g the<br />
Thought Right Th<strong>in</strong>g<br />
Collection <strong>of</strong> 70+ Defs <strong>of</strong> Intelligence<br />
http://www.vetta.org/<br />
def<strong>in</strong>itions-<strong>of</strong>-<strong>in</strong>telligence/<br />
Real world is nasty: partially unobservable,<br />
uncerta<strong>in</strong>, unknown, non-ergodic, reactive,<br />
vast, but luckily structured, ...
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