treebandit

Bandit algorithm for tree search in online experiment

TODO:

1. Testing pure algorithm in flat bandit arms
   
2. Generate the tree class <= put in the tree structure (smoothness property)
   
3. Apply the pure exploration algorithm to tree structures
   
4. Compare flat and tree structure algorithm
   
5. Report: Algorithm
   Comparation
   Online Experiment A\B Testing