Skip to content

Latest commit

 

History

History
9 lines (7 loc) · 530 Bytes

README.md

File metadata and controls

9 lines (7 loc) · 530 Bytes

SmoothBandit

Code for the SimplifiedSmoothBandit algorithm in "Smooth Contextual Bandits: Bridging the Parametric and Non-differentiable Regret Regimes" https://arxiv.org/abs/1909.02553

To produce Figures 5:

  • Run python makedata.py b for b=1.5,5.5 to generate a contextual bandit instances
  • Run python experiment.py i j s for i=0,1, j=0,...,10, and s=0,...,4 to run different bandit algorithm (j) on problems with different smoothness (i) and using different seeds (s)
  • Use experiment results.ipynb to generate plots