Completed
RL policy network
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
AlphaGo - Mastering the Game of Go with Deep Neural Networks and Tree Search - RL Paper Explained
Automatically move to the next video in the Classroom when playback concludes
- 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
