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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

Introduction

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Introduction

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Classroom Contents

What Is the Statistical Complexity of Reinforcement Learning?

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  1. 1 Introduction
  2. 2 Overview
  3. 3 Supervised Learning
  4. 4 RL
  5. 5 Basic Results
  6. 6 Reinforcement Learning Problems
  7. 7 Two Extremes
  8. 8 Talk Outline
  9. 9 Example
  10. 10 Linear Methods
  11. 11 Sufficient Conditions
  12. 12 Bilinear Classes
  13. 13 Intuition
  14. 14 Complexity measure
  15. 15 Good for
  16. 16 Summary
  17. 17 Discussion

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