Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles.

Dylan J. Foster Alexander Rakhlin

Published in: CoRR (2020)

Keyphrases

multi armed bandit
dynamic programming
computationally expensive
data sets
supply chain
least squares
lightweight
computationally efficient
regression model
cross validated
data mining
active learning
cost effective
closed form
regression analysis