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