6. Case Study: The MAB Problem

• 6.1. The MAB Problem
• 6.2. Creating Bandit in the Gym
• 6.3. Epsilon-Greedy
• 6.4. Implementing Epsilon-Greedy
• 6.5. Softmax Exploration
• 6.6. Implementing Softmax Exploration
• 6.7. Upper Confidence Bound
• 6.8. Implementing UCB
• 6.9. Thompson Sampling
• 6.10. Implementing Thompson Sampling
• 6.11. Applications of MAB
• 6.12. Finding the Best Advertisement Banner using Bandits
• 6.13. Contextual Bandits