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Optimized Look-Ahead Tree Policies: A Bridge Between Look-Ahead Tree Policies and Direct Policy Search
Direct policy search (DPS) and look-ahead tree (LT) policies are two wid...
08/23/2012 ∙ by Tobias Jung, et al. ∙
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Monte Carlo Search Algorithm Discovery for One Player Games
Much current research in AI and games is being devoted to Monte Carlo se...
08/23/2012 ∙ by Francis Maes, et al. ∙
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Meta-Learning of Exploration/Exploitation Strategies: The Multi-Armed Bandit Case
The exploration/exploitation (E/E) dilemma arises naturally in many subf...
07/22/2012 ∙ by Francis Maes, et al. ∙
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