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README.md

3. Bellman Equation and Dynamic Programming

3.1. The Bellman Equation
- 3.1.1. Bellman Equation of the Value Function
- 3.1.2. Bellman Equation of the Q Function
3.2. Bellman Optimality Equation
3.3. Relation Between Value and Q Function
3.4. Dynamic Programming
3.5. Value Iteration
- 3.5.1. Algorithm - Value Iteration
3.6. Solving the Frozen Lake Problem with Value Iteration
3.7. Policy iteration
- 3.7.1. Algorithm - Policy iteration
3.8. Solving the Frozen Lake Problem with Policy Iteration
3.9. Is DP Applicable to all Environments?