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Slides in PDF - of Marcus Hutter

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<strong>Marcus</strong> <strong>Hutter</strong> - 60 - Universal Induction & Intelligence<br />

Solution <strong>of</strong> the Old-Evidence Problem<br />

• The universal class M U and universal prior wν<br />

U<br />

problem.<br />

formally solves this<br />

• The universal prior <strong>of</strong> H is 2 −K(H) <strong>in</strong>dependent <strong>of</strong> M and <strong>of</strong><br />

whether E is known or not.<br />

• Updat<strong>in</strong>g M is unproblematic, and even not necessary when<br />

start<strong>in</strong>g with M U , s<strong>in</strong>ce it <strong>in</strong>cludes all hypothesis (<strong>in</strong>clud<strong>in</strong>g yet<br />

unknown or unnamed ones) a priori.

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