s1 s2 s3 s4 s5 - of Marcus Hutter

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Algorithm Sketch1: loop2: Compute empiric estimate, ˆp, <strong>of</strong> transition matrix p3: Compute confidence interval about ˆp4: Act according to the most optimistic plausible MDP5: end loop

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Page 4: Sample ComplexityAn algorithm A is
Page 9: Analysisn ≈ w(s)L|S|2ɛ 2 (1 −

s1 s2 s3 s4 s5 - of Marcus Hutter

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