Discussion - Offline Reinforcement Learning

Discussion - Offline Reinforcement Learning

Simons Institute via YouTube Direct link

Conceptual approach

6 of 23

6 of 23

Conceptual approach

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Discussion - Offline Reinforcement Learning

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  1. 1 Intro
  2. 2 Small data sets vs large data sets
  3. 3 Optimism under uncertainty
  4. 4 State coverage
  5. 5 Pragmatic approach
  6. 6 Conceptual approach
  7. 7 Online R
  8. 8 Policy Evaluation
  9. 9 I dont know
  10. 10 Assumptions
  11. 11 Uncertainty qualification
  12. 12 Uncertainty types
  13. 13 Uncertainty quantification
  14. 14 Scotts question
  15. 15 Scotts answer
  16. 16 Javas answer
  17. 17 Emmas answer
  18. 18 Higher level question
  19. 19 Methods without constraints
  20. 20 Offline data
  21. 21 Guidelines
  22. 22 Collecting data
  23. 23 Conclusion

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