Foundations of Induction - of Marcus Hutter
Foundations of Induction - of Marcus Hutter
Foundations of Induction - of Marcus Hutter
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<strong>Marcus</strong> <strong>Hutter</strong> - 40 - <strong>Foundations</strong> <strong>of</strong> <strong>Induction</strong>A Monte-Carlo AIXI Approximationbased on Upper Confidence Tree (UCT) search for planningand Context Tree Weighting (CTW) compression for learningNormalised Average Reward per Cycle10.80.60.40.20[VNHUS’09-11]ExperienceOptimalCheese MazeTiger4x4 GridTicTacToeBiased RPSKuhn PokerPacman100 1000 10000 100000 1000000
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