Ebook: Deep Learning and the Game of Go
Author: Kevin Ferguson, Max Pumperla
- Year: 2019
- Publisher: Manning Publications
- Language: English
- epub
Deep Learning and the Game of Go introduces deep learning by teaching you to build a Go-winning bot. As you progress, you’ll apply increasingly complex training techniques and strategies using the Python deep learning library Keras. You’ll enjoy watching your bot master the game of Go, and along the way, you’ll discover how to apply your new deep learning skills to a wide range of other scenarios!
What's inside
• Build and teach a self-improving game AI
• Enhance classical game AI systems with deep learning
• Implement neural networks for deep learning
About the reader
All you need are basic Python skills and high school–level math. No deep learning experience required.
About the author
Max Pumperla and Kevin Ferguson are experienced deep learning specialists skilled in distributed systems and data science. Together, Max and Kevin built the open source bot BetaGo.
What's inside
• Build and teach a self-improving game AI
• Enhance classical game AI systems with deep learning
• Implement neural networks for deep learning
About the reader
All you need are basic Python skills and high school–level math. No deep learning experience required.
About the author
Max Pumperla and Kevin Ferguson are experienced deep learning specialists skilled in distributed systems and data science. Together, Max and Kevin built the open source bot BetaGo.
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