must-read

must read materials for Go AI Project

If you think anything is a must-read to our project, please feel free to attach it here.

Go rules

• 围棋入门教程, 聂卫平, 2003, pdf
  • Don't stuck in details
• English wikipedia
• Tutorial with illustration
• 邱百瑞-围棋入门（流畅）

AI of games

• Max-min search & alpha-beta pruning & ... AI textbook
• 棋类AI一般的实现方法(以六子棋为例）
• 五子棋的决策树实现（选择决策标准）（非alpha-beta）

Deep learning

• Standford DL wiki
  • read chapter 1,2, 4, 5, 6, 8
• Deep reinforcement learning

Gtp (Go text protocol)

• Original draft (Have a glance at commands)
• Use cases of our library

AI go

• Overview website
• Current status of AI Go(2009)
• Facebook Darkforest paper (important)
• DarkforestGo code
• Google Alphago paper (too short, no code or data)