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.
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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