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Reinforcement Learning with Python Explained for Beginners

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Reinforcement Learning with Python Explained for Beginners

Ho Quang Dai by Ho Quang Dai
May 21, 2021
in Packt
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Reinforcement Learning with Python Explained for Beginners  Free Tutorial Download

Although introduced academically decades ago, the recent developments in the field of reinforcement learning have been phenomenal. Domains such as self-driving cars, natural language processing, healthcare industry, online recommender systems, and so on have already seen how RL-based AI agents can bring tremendous gains.

 

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This course will help you get started with reinforcement learning first by establishing the motivation for this field and then covering all the essential topics, such as Markov Decision Processes, policy and rewards, model-free learning, temporal difference learning, and so on.

Each topic is accompanied by exercises and complementing analysis to help you gain practical and tangible coding skills.

 

By the end of this course, not only will you have gained the necessary understanding to implement RL in your projects but also implemented an actual Frozenlake project using the OpenAI Gym toolkit.

 

All resources and code files are placed here: https://github.com/PacktPublishing/Reinforcement-Learning-with-Python-Explained-for-Beginners

Download  Reinforcement Learning with Python Explained for Beginners  Free

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Comments 3

  1. Ta says:
    2 years ago

    hello,

    if you have the course ( PyTorch: Deep Learning and Artificial Intelligence ), can you please share it?

    Best regards and thank you for your efforts

    Reply
    • Ho Quang Dai says:
      2 years ago

      You can download with Uptobox link

      Reply
  2. Ta says:
    2 years ago

    Hallo,
    it is not this tutorial . It is another tutorial from Udemy. the name of the tutorial is ( PyTorch: Deep Learning and Artificial Intelligence ). If you have it, can you share it.

    Best Regards

    Reply

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