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Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits.
Gergely Neu
Julia Olkhovskaya
Matteo Papini
Ludovic Schwartz
Published in:
CoRR (2022)
Keyphrases
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contextual information
raw data
information content
real time
video sequences
prior knowledge
information extraction
monte carlo
information resources
neural network
domain knowledge
online learning
structural information
parameter space
context dependent