Deep Learning and the Game of Go
The ancient strategy game of Go is an incredible case study for AI. In 2016, a deep learning-based system shocked the Go world by defeating a world champion. Shortly after that, the upgraded AlphaGo Zero crushed the original bot by using deep reinforcement learning to master the game. Now, you can learn those same deep learning techniques by building your own Go bot!
This book teaches you how to apply the power of deep learning to complex reasoning tasks by building a Go-playing AI. After exposing you to the foundations of machine and deep learning, you'll use Python to build a bot and then teach it the rules of the game.
| Pages : | 384 pages |
| Size : | HTML |
| File type : | |
| Downloads: | 59 |
| Created: | 2020-08-28 |
| License: | Free to read online (entire book) by the publisher. |
| Author(s): | Max Pumperla and Kevin Ferguson |
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