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Hands-On Reinforcement Learning with Python: Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow
Vare #: 13014779

Hands-On Reinforcement Learning with Python: Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow

Vare #: 13014779

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Hvad der skiller sig ud

Hands-on Learning
Offers practical implementation tasks that enhance understanding of reinforcement learning concepts, making it accessible for beginners and advanced learners alike.
Comprehensive Resources
Combines theoretical knowledge with real-world applications, utilizing OpenAI Gym and TensorFlow for a thorough exploration of reinforcement learning techniques.
Expert Guidance
Includes insights from industry professionals, ensuring learners receive up-to-date information and best practices in reinforcement learning, giving them a competitive edge.

Produktdetaljer

Get hands-on experience in reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow. Learn from Sudharsan Ravichandiran, a data scientist and AI enthusiast. Shop at Ubuy Faroe Islands
  • Written by Sudharsan Ravichandiran, a data scientist, researcher, and artificial intelligence enthusiast
  • Covers practical implementations of deep learning, reinforcement learning, natural language processing, and computer vision
  • Provides hands-on guidance for mastering reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow
  • Author has a background in information technology from Anna University
  • Previously worked as a freelance web developer and designer with experience in designing award-winning websites
  • Active open source contributor and frequently provides expertise on Stack Overflow
Publisher Packt Publishing
Publication date June 28, 2018
Language English
Print length 318 pages
ISBN-10 1788836529
ISBN-13 978-1788836524
Item Weight 1.21 pounds (550 grams)
Dimensions 7.5 x 0.72 x 9.25 inches (19.1 x 1.8 x 23.5 cm)

Hvem bør købe?

Suitable For
  • Aspiring Data Scientists

    Ideal for individuals wanting to enhance their machine learning expertise with practical reinforcement learning applications.

  • Developers and Engineers

    Great for professionals looking to implement RL algorithms in software projects using Python and popular frameworks.

  • Academic Researchers

    Useful for researchers focusing on reinforcement learning who need hands-on practice alongside theoretical concepts.

Not Suitable For
  • Beginners in Programming

    Not suitable for complete beginners who lack fundamental programming knowledge or experience with Python.

Produktbeskrivelse

Hands-On Reinforcement Learning with Python: Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow

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Intelligence & Semantics Editorial Review

The book "Hands-On Reinforcement Learning with Python" has received mixed reviews from customers. While some readers found the examples and delivery of knowledge to be very good, labeling it as great for beginners, others have criticized its installation instructions, readability on Kindle, and language complexity. One reader expressed frustration with the installation instructions, as they didn’t work and ultimately caused issues on their Linux system. Additionally, another customer noted that the formulas in the text were unreadable while reading on a Kindle device. On the positive side, a few customers praised the book for offering clear examples and a solid mathematical background, making it suitable for machine learning practitioners. However, one reader found the topic to be too complex for a book that might have been authored by a non-native English speaker, although they acknowledged the author's effort and knowledge. Criticism was also directed at the lack of in-depth explanation in the book, with a reader mentioning the absence of proofs or comparisons of different algorithms. Others found the book poorly written and difficult to follow, advising potential buyers to download a sample before purchasing. Despite the mixed feedback, the book has been credited for its clear description and implementation of reinforcement learning algorithms. Overall, the reception of "Hands-On Reinforcement Learning with Python" appears to vary, with both positive and negative aspects affecting the customer experience.

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Fordele

  • Clear examples and solid mathematical background
  • Useful for beginners and machine learning practitioners
  • Clear description and implementation of reinforcement learning algorithms

Ulemper

  • Readability on Kindle

Produktets prishistorik

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