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Monte Carlo Methods

Learning from sample episodes

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  • 1. First-Visit and Every-Visit MC
  • 2. On-Policy MC Control
  • 3. Off-Policy MC with Importance Sampling
  • 4. Weighted Importance Sampling
  • 5. Preview: Monte Carlo Tree Search
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