# LinUCB for Disjoint Linear Models

### An implementation of the Disjoint Linear UCB bandit algorithm for the multi-arm contextual bandit problem with unbiased offline evaluation following Li(2012) [1] and [2]. Sample data can be found at: https://goo.gl/mRPGUp

### References:
#### 1. A Contextual-Bandit Approach to Personalized News Article Recommendation
#### 2. Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms