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What Is the Statistical Complexity of Reinforcement Learning?

What Is the Statistical Complexity of Reinforcement Learning?

Simons Institute via YouTube Direct link

Intro

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Intro

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What Is the Statistical Complexity of Reinforcement Learning?

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  1. 1 Intro
  2. 2 Supervised Learning
  3. 3 Notation
  4. 4 Low Bounds
  5. 5 Challenges
  6. 6 Linear Model
  7. 7 Evaluation Problem
  8. 8 Online Problem
  9. 9 Linear Realizability
  10. 10 Sufficient Conditions
  11. 11 completeness assumption
  12. 12 special cases
  13. 13 wrap up

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