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5 Best Reinforcement Learning Books of All Time

Our goal: Find what the internet ranks as the best Reinforcement Learning books (instead of one person's opinion).

    Our process:
  1. Search for "best reinforcement learning books" and study the top 5 articles.
  2. Add only the books mentioned 2+ times.
  3. Rank the results neatly for you here! 😊
    (This took a long time, but we do the research so you don't have to!)

(Updated 2023)

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  1. 1
  2. 2

    Neuro-Dynamic Programming

    Dimitri P. Bertsekas

  3. 4

    Bandit Algorithms

    Tor Lattimore

  4. 5


  • How was this Reinforcement Learning books list created?

    We searched for "best Reinforcement Learning books", found the top 5 articles, took every book mentioned in 2+ articles, and averaged their rankings.

  • How many Reinforcement Learning books are in this list?

    There are 5 books in this list.

  • Why did you create this Reinforcement Learning books list?

    We wanted to gather the most accurate list of Reinforcement Learning books on the internet.

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