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Explore First, Exploit Next: The True Shape of Regret in Bandit Problems.
Aurélien Garivier
Pierre Ménard
Gilles Stoltz
Published in:
CoRR (2016)
Keyphrases
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bandit problems
decision problems
multi armed bandits
exploration exploitation
multi armed bandit problems
shape model
shape features
shape descriptors
shape analysis
probability distribution
shape matching
worst case
special case
cooperative
shape representation
expert advice
online learning