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Latent State Recovery in Reinforcement Learning - John Langford

Latent State Recovery in Reinforcement Learning - John Langford

Institute for Advanced Study via YouTube Direct link

Introduction

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1 of 16

Introduction

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Latent State Recovery in Reinforcement Learning - John Langford

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  1. 1 Introduction
  2. 2 Reinforcement Learning
  3. 3 Core Problems
  4. 4 Example Problem
  5. 5 Whats Hard
  6. 6 Questions
  7. 7 Alternative approaches
  8. 8 Hard reinforcement problem
  9. 9 Homer algorithm
  10. 10 State abstraction
  11. 11 Proof
  12. 12 QA
  13. 13 Counter Example
  14. 14 Transition Matrix
  15. 15 Linear Dynamics
  16. 16 combinatorial state space

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