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sample complexity
1158 papers
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reinforcement learning
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Papers
The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information
NIPS 2007
Toward Attribute Efficient Learning of Decision Lists and Parities
JMLR 2006
Sample Complexity of Policy Search with Known Dynamics
NIPS 2006
Learnability and the doubling dimension
NIPS 2006
On the Complexity of Learning Lexicographic Strategies
JMLR 2006
The Sample Complexity of Exploration in the Multi-Armed Bandit Problem
JMLR 2004
Smooth Boosting and Learning with Malicious Noise
JMLR 2003
Covering Number Bounds of Certain Regularized Linear Function Classes
JMLR 2002
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