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Mastering Reinforcement Learning with Python: Build next-generation, self-learning models using reinforcement learning techniques and best practices - Softcover
Synopsis
Get hands-on experience in creating state-of-the-art reinforcement learning agents using TensorFlow and RLlib to solve complex real-world business and industry problems with the help of expert tips and best practices
Key Features:
- Understand how large-scale state-of-the-art RL algorithms and approaches work
- Apply RL to solve complex problems in marketing, robotics, supply chain, finance, cybersecurity, and more
- Explore tips and best practices from experts that will enable you to overcome real-world RL challenges
Book...
About the Author
Enes Bilgin works as a senior AI engineer and a tech lead in Microsoft's Autonomous Systems division. He is a machine learning and operations research practitioner and researcher with experience in building production systems and models for top tech companies using Python, TensorFlow, and Ray/RLlib. He holds an M.S. and a Ph.D. in systems engineering from Boston University and a B.S. in industrial engineering from Bilkent University....
"About this title" may belong to another edition of this title.
- PublisherPackt Publishing
- Publication date2020
- ISBN 10 1838644148
- ISBN 13 9781838644147
- BindingPaperback
- LanguageEnglish
- Number of pages544
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