Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Data normalization for Contexual Bandits #793

Open
sj31867 opened this issue Nov 7, 2022 · 1 comment
Open

Data normalization for Contexual Bandits #793

sj31867 opened this issue Nov 7, 2022 · 1 comment
Labels
bandits Anything related to bandits.

Comments

@sj31867
Copy link

sj31867 commented Nov 7, 2022 •
edited
Loading

Hi, I am trying to train LinUCB or LinTS policy for my data. Policy is getting trained as well but it seems policy is selecting one particular arm for all the test observation. I have not normalised my features global features and per_arm features are having values in different ranges . I wanted to understand do I have to normalise before passing it to the model or model is taking care of it internally?
@sj31867
Copy link
Author

sj31867 commented Nov 7, 2022

@bartokg Please look into it.

@kuanghuei kuanghuei added the bandits Anything related to bandits. label Nov 28, 2022
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
bandits Anything related to bandits.
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
2 participants
@kuanghuei @sj31867