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Bayesian and Contextual Bandits

Bayesian and Contextual Bandits

Pascal Poupart via YouTube Direct link

Approximate Reward Function

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Approximate Reward Function

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Bayesian and Contextual Bandits

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  1. 1 Intro
  2. 2 Multi-Armed Bandits
  3. 3 Bayesian Learning
  4. 4 Distributional Information
  5. 5 Coin Example
  6. 6 Bernoulli Variables
  7. 7 Beta distribution
  8. 8 Comparison
  9. 9 Belief Update
  10. 10 Thompson Sampling Algorithm Bernoulli Rewards
  11. 11 Contextual Bandits
  12. 12 Approximate Reward Function
  13. 13 Predictive Posterior

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