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    3. Fundamentals of Reinforcement Learning

    Fundamentals of Reinforcement Learning

    Posted By: AvaxGenius
    Date: 15 Aug 2023 08:02:48
    Fundamentals of Reinforcement Learning

    Fundamentals of Reinforcement Learning by Rafael Ris-Ala
    English | PDF EPUB (True) | 2023 | 97 Pages | ISBN : 3031373448 | 18.8 MB

    Artificial intelligence (AI) applications bring agility and modernity to our lives, and the reinforcement learning technique is at the forefront of this technology. It can outperform human competitors in strategy games, creative compositing, and autonomous movement. Moreover, it is just starting to transform our civilization.

    This book provides an introduction to AI, specifies machine learning techniques, and explores various aspects of reinforcement learning, approaching the latest concepts in a didactic and illustrated manner. It is aimed at students who want to be part of technological advances and professors engaged in the development of innovative applications, helping with academic and industrial challenges.

    Understanding the Fundamentals of Reinforcement Learning will allow you to:

    Understand essential AI concepts
    Gain professional experience
    Interpret sequential decision problems and solve them with reinforcement learning
    Learn how the Q-Learning algorithm works
    Practice with commented Python code
    Find advantageous directions
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