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[其他] Practical Reinforcement Learning [分享]

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igs816 在职认证  发表于 2017-10-27 10:16:31 |显示全部楼层
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Packt Publishing (November 6, 2017) ISBN: 978-1787128729 | 467 pages | PDF (conv) | 7 M

About This Book
Take your machine learning skills to the next level with reinforcement learning techniques
Build automated decision-making capabilities in your systems
Cover Reinforcement Learning concepts, frameworks, algorithms, and more in detail
  
Who This Book Is For
Machine learning/AI practitioners, data scientists, data analysts, machine learning engineers, and developers who are looking to expand their existing knowledge to build optimized machine learning models, will find this book very useful.
  
What You Will Learn
Understand the basics of reinforcement learning methods, algorithms, and more, and the differences between supervised, unsupervised, and reinforcement learning
Master the Markov Decision Process math framework by building an OO-MDP Domain in Java
Learn dynamic programming principles and the implementation of Fibonacci computation in Java
Understand Python implementation of temporal difference learning
Develop Monte Carlo methods and various policies used to build a Monte Carlo simulator using Python
Understand Policy Gradient methods and policies applied in the reinforcement domain
Instill reinforcement methods in the autonomous platform using a moving car example
Apply reinforcement learning algorithms in games with REINFORCEjs
  
In Detail
Reinforcement learning (RL) is becoming a popular tool for constructing autonomous systems that can improve themselves with experience.

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peterxu1969 发表于 2017-10-27 10:59:58 |显示全部楼层
thanks for giving
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w-long 发表于 2017-10-27 12:05:54 来自手机 |显示全部楼层
Reinforcement learning
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abcdefgzyl 发表于 2017-10-27 12:07:21 |显示全部楼层
感谢分享
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rokyou 发表于 2017-10-27 12:39:12 |显示全部楼层
很好的一本书。
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军旗飞扬 发表于 2017-10-27 13:05:49 |显示全部楼层
谢谢楼主分享!
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ccmchy 在职认证  企业认证  发表于 2017-10-27 15:37:04 |显示全部楼层
看一看。。。
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fengxingliulizi 发表于 2017-10-27 17:03:06 |显示全部楼层
回复看看
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fengyg 企业认证  发表于 2017-10-27 17:09:42 |显示全部楼层
kankan
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啸傲江弧 发表于 2017-10-27 17:18:32 |显示全部楼层
Thanks for sharing!
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