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AuthorMax Pumperla, Kevin Ferguson

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.

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ISBN: 1617295329
Publish Year: 2019
Language: English
Pages: 384
File Format: PDF
File Size: 9.4 MB
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