Reinforcement-Learning

Summary of Reinforcement Learning concepts gathered from:

  - Button and Sutton book on Reinforcement Leaning - second Edition

  - David Silver from Google Mind online lessons

  - Udacity Nanodegree program on Deep Reinforcement Learning

Find it here .
This second exercise documents gathers the exercesises covered during the main document above.

Exercises Index (TBE)

• 5 - Monte Carlo Methods
   * 5.1 - MC Prediciton Problem - Blackjack Game
   * 5.2 - MC Control Problem - Blackjack Game

• 6 - Temporal Difference Methods
   * 6.1 - Q-Learning - Frozen Lake Demo
   * 6.2 - Comparison of TD Control Methods on CliffWalking Environment