Applied reinforcement learning with ...
Beysolow, Taweh

 

  • Applied reinforcement learning with Python : with OpenAI Gym, Tensorflow and Keras
  • 紀錄類型: 書目-語言資料,印刷品 : 單行本
    副題名: with OpenAI Gym, Tensorflow and Keras
    作者: BeysolowTaweh,
    出版地: [Berkely, CA]
    出版者: Apress;
    出版年: c2019.
    面頁冊數: xv, 168 p.ill. : 24 cm.;
    標題: Reinforcement learning. -
    標題: Python (Computer program language) -
    附註: Includes index.
    摘要註: Delve into the world of reinforcement learning algorithms and apply them to different use-cases via Python. This book covers important topics such as policy gradients and Q learning, and utilizes frameworks such as Tensorflow, Keras, and OpenAI Gym. Applied Reinforcement Learning with Python introduces you to the theory behind reinforcement learning (RL) algorithms and the code that will be used to implement them. You will take a guided tour through features of OpenAI Gym, from utilizing standard libraries to creating your own environments, then discover how to frame reinforcement learning problems so you can research, develop, and deploy RL-based solutions.
    ISBN: 9781484251263
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