On-Line Adaptation of Exploration in the One-Armed Bandit with Covariates Problem.

Adam M. Sykulski Niall M. Adams Nicholas R. Jennings

Published in: ICMLA (2010)

Keyphrases

regression model
random sampling
real world
adaptation strategies
sample size
markov chain
database
bayesian networks
reinforcement learning
hidden markov models
case study
metadata
logistic regression
artificial intelligence
machine learning
canonical correlation analysis
adaptation process
active exploration