How Can Machines Learn Human Values? - With Brian Christian

How Can Machines Learn Human Values? - With Brian Christian

The Royal Institution via YouTube Direct link

Intro

1 of 28

1 of 28

Intro

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How Can Machines Learn Human Values? - With Brian Christian

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  1. 1 Intro
  2. 2 walter Pitts
  3. 3 Imagenet
  4. 4 The alignment problem
  5. 5 Machine learning systems
  6. 6 Training data
  7. 7 Labels in the wild
  8. 8 Representation and data sets
  9. 9 What can we do about this
  10. 10 TCAV
  11. 11 Fire Truck
  12. 12 Robustness
  13. 13 Open Category Problem
  14. 14 Examples
  15. 15 What makes a system fair
  16. 16 Predicting reoffending
  17. 17 Ground truth
  18. 18 Potential ethical issue
  19. 19 Criminal justice
  20. 20 Risk vs Needs
  21. 21 Reinforcement Learning
  22. 22 Facebook Reinforcement Learning
  23. 23 Coast Runners 3
  24. 24 Sparsity
  25. 25 Designing reward functions
  26. 26 Behavior cloning
  27. 27 Shadow mode
  28. 28 Inverse reinforcement learning

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