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5 Best Reinforcement Learning Books of All Time

Our goal: Find the best Reinforcement Learning books according to the internet (not just one random person's opinion).

    Here's what we did:
  1. Type "best reinforcement learning books" into our search engine and study the top 5+ pages.
  2. Add only the books mentioned 2+ times.
  3. Rank the results neatly for you here! 😊
    (It was a lot of work. But hey! That's why we're here, right?)

(Updated 2024)

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Last Updated: Monday 1 Jan, 2024

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  1. 1
    Reinforcement Learning
  2. 2
    Neuro-Dynamic Programming

    Neuro-Dynamic Programming

    Dimitri P. Bertsekas

  3. 4
    Bandit Algorithms

    Bandit Algorithms

    Tor Lattimore

  4. 5
    Algorithms for Reinforcement Learning


  • 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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