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The Multi-Armed Bandit Problem

  • The concept of the Multi-Armed Bandit (MAB) problem revolves around decision-making under uncertainty.
  • In the MAB framework, the decision-maker has limited or no information about the rewards associated with each action.
  • The challenge is to balance exploration and exploitation to maximize cumulative rewards over time.
  • Various algorithms have been developed to address the MAB problem, offering efficient solutions in real-world applications.

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