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

Randomizing the predicted result instead of pick the first max one? #13

Closed

vnnw opened this issue Jan 9, 2020 · 1 comment

vnnw commented Jan 9, 2020

The current Predict method of 'arm_to_expectation' is to pick the first max arm in code

https://github.com/fmr-llc/mabwiser/blob/b97868fd0ac162619ca66830f0b70079fb64e2dc/mabwiser/greedy.py#L41

How about randomize the pick method, such as the implement below:

https://github.com/alison-carrera/mabalgs/blob/50e520ba7461a8b7126aa308c2a6670422cc8fcf/mab/ranked_algs.py#L40

Contributor

erstrong commented Jan 23, 2020

Thank you for the suggestion and for your interest in MABWiser!

This is an interesting idea, but would change the behavior for the end user so we need to look into it further.

skadio closed this as completed

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment