Dynamic Pricing using Multi Armed Bandit(Reinforcement Learning)

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Section 1: Dynamic Pricing and Bandits

1. Introduction to Dynamic Pricing
2. Download Resources
3. What is Reinforcement Learning?
4. Overview of Multi Armed Bandit (MAB)
5. Regret
6. Problem Statement

Section 2: Greedy Algorithm

1. Greedy Strategy

Section 3: Epsilon Greedy Algorithm

1. Epsilon Greedy Approach

Section 4: Upper Confidence Bound

1. UCB Approach

Section 5: Thompson Sampling

1. Thompson Sampling