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Forced-Exploration Based Algortihms for Playing in Stochastic Linear Bandits
Yasin Abbasi-Yadkori
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Leto: 2009 Vir: videolectures.net
Improved Algorithms for Linear Stochastic Bandits
Yasin Abbasi-Yadkori
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Oznake: computer science;machine learning;on-line learning
We improve the theoretical analysis and empirical performance of algorithms for the stochastic multi-armed bandit problem and the linear stochastic multi-armed bandit problem. In particular, we show that a simple modification of Auer’s UCB algorithm (Auer, 2002) achieves with high probability consta ...
Leto: 2011 Vir: videolectures.net
Št. zadetkov: 2
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