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Virtual loss
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Classroom Contents
AlphaGo - Mastering the Game of Go with Deep Neural Networks and Tree Search - RL Paper Explained
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- 1 Intro
- 2 Context behind the game of Go
- 3 High-level overview of components - SL policies
- 4 RL policy network
- 5 The value network
- 6 Going deeper
- 7 Details around value network
- 8 Understanding the search MTCS
- 9 Evaluation of AlphaGo
- 10 Older techniques
- 11 Even more detailed explanation of APV-MTCS
- 12 Virtual loss
- 13 Engineering
- 14 Neural networks and symmetries
