This AI Can Solve Tasks - Paper Analysis of Gato by DeepMind

This AI Can Solve Tasks - Paper Analysis of Gato by DeepMind

Valerio Velardo - The Sound of AI via YouTube Direct link

Intro

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1 of 17

Intro

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This AI Can Solve Tasks - Paper Analysis of Gato by DeepMind

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  1. 1 Intro
  2. 2 General vs Narrow intellicence
  3. 3 Research hypotheses
  4. 4 Idea to approach AGI
  5. 5 Benefits of single network for many tasks
  6. 6 Datasets used
  7. 7 Data preparation
  8. 8 Model architecture
  9. 9 Training
  10. 10 Loss function
  11. 11 Recognising a task
  12. 12 Inference
  13. 13 How does the model perform?
  14. 14 Scale analysis
  15. 15 Can the model tackle unseen tasks?
  16. 16 Key discoveries
  17. 17 Ethical implications

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