DeepMind's AlphaGo Zero and AlphaZero - RL Paper Explained

DeepMind's AlphaGo Zero and AlphaZero - RL Paper Explained

Aleksa Gordić - The AI Epiphany via YouTube Direct link

- Architecture impact

6 of 14

6 of 14

- Architecture impact

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DeepMind's AlphaGo Zero and AlphaZero - RL Paper Explained

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  1. 1 - AlphaGo lineage of agents
  2. 2 - Comparing AlphaGo Zero with AlphaGo
  3. 3 - High-level explanation of AlphaGo Zero inner workings
  4. 4 - MCTS recap
  5. 5 - Training details and curves
  6. 6 - Architecture impact
  7. 7 - Knowledge acquired
  8. 8 - Results
  9. 9 - Discovering joseki
  10. 10 - Human domain knowledge in AlphaGo Zero
  11. 11 - Pipeline overview
  12. 12 - Self-play thread explained
  13. 13 - Further details PUCT recap, etc.
  14. 14 - AlphaZero what's new?

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