Skip to content

A short implementation of bandit algorithms - ETC, UCB, MOSS and KL-UCB

Notifications You must be signed in to change notification settings

guptav96/bandit-algorithms

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

bandit-algorithms

A short implementation of bandit algorithms - ETC, UCB, MOSS and KL-UCB.

How to run?

For example to run UCB algorithm, simply run python main.py --algo ucb

Explore-Then-Commit (ETC)

ETC

Upper Confidence Bound (Basic UCB)

ETC

Minimax-Optimal Strategy in Stochastic Multi Armed Bandits (MOSS)

ETC

Kullback-Leibler Upper Confidence Bound (KL-UCB)

ETC

About

A short implementation of bandit algorithms - ETC, UCB, MOSS and KL-UCB

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages