Non-Deterministic Behavior of Thompson Sampling with Linear Payoffs and How to Avoid It.

Doruk Kilitçioglu Serdar Kadioglu

Published in: Trans. Mach. Learn. Res. (2022)

Keyphrases

information systems
closed form
data sets
linear systems
sampled data
linear functions
real time
neural network
website
incomplete information
black box
random sampling
behavior analysis
sampling strategies