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Dynamic Programming for RL

Topic: RL

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DP Methods

Solve MDP with DP.

Policy Iteration

Evaluate, improve, iterate.

Value Iteration

Iterative Bellman updates.

Async Methods

In-place updates. Prioritized sweeping.

Key Takeaways

  1. Policy iteration
  2. Value iteration
  3. Async DP

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