AlphaZero.jl

A generic, simple and fast implementation of Deepmind's AlphaZero algorithm. (by jonathan-laurent)

AlphaZero.jl Alternatives

Similar projects and alternatives to AlphaZero.jl

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better AlphaZero.jl alternative or higher similarity.

AlphaZero.jl reviews and mentions

Posts with mentions or reviews of AlphaZero.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-05.
  • Show HN: ChessCoach – A neural chess engine that comments on each player's moves
    4 projects | news.ycombinator.com | 5 Oct 2021
    Could using something like AlphaZero.jl make it more efficient?

    https://github.com/jonathan-laurent/AlphaZero.jl

  • Ask HN: What are some tools / libraries you built yourself?
    264 projects | news.ycombinator.com | 16 May 2021
    As a researcher in machine learning, I wanted to explore applications of Deepmind’s AlphaZero algorithm beyond board games (such as in automated theorem proving or chemical synthesis).

    However, I noticed that existing open-source implementations of AlphaZero mostly consisted in complex C++ codebases that are highly specialized for specific games (eg. Leela Zero and LC0). Accessible Python implementations could be found but they were usually too slow to do anything useful on limited computing power.

    Seeing this, I built AlphaZero.jl: https://github.com/jonathan-laurent/AlphaZero.jl

    AlphaZero.jl is written in Julia and it is consistently one to two orders of magnitude faster than competing Python alternatives, while being equally simple and flexible. I just released a new version a few days ago with many new features (support for distributed computing, support for arbitrary MDPs...).

    If you are a student, a researcher or a hacker curious about AlphaZero, please consider having a look!

Stats

Basic AlphaZero.jl repo stats
2
1,216
3.5
about 1 month ago

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