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README.rst

Modules

  1. model_free.py contains different algorithm implements
  2. experiment_* are the experiments scripts

-experiment_comprehensive.py is for the comprehensive experiment (chapter 5.3 in the blog)

-experiment_epsilon_greedy.py is for the epsilon greedy experiment (chapter 5.2 in the blog)

-experiment_near_optimal.py (chapter 2 in the blog)

-experiment_variance.py is for the stability experiment (chapter 5.1 in the blog)

Requirements

-matplotlib-1.5.0