AlphaZero算法 的rust实现_rust_代码_下载

上传者: 38334677 | 上传时间: 2022-06-11 14:03:31 | 文件大小: 44KB | 文件类型: ZIP
AlphaZero 的 Rust 实现 这个 repo 是一个由多个 crate 和二进制文件组成的货物工作空间: synthesis: 包含所有主要训练和 MCTS 逻辑的主库 crate study-connect4: 使用综合库训练网络玩 Connect4 的二进制 crate base65536: 一个小箱子,用于将 u8 编码/解码为有效的 utf-8 字符串 slimnn: 一个纯锈的小型神经网络板条箱 export: 一个将pytorch权重保存为slimnn可以理解的格式的二进制包 实施了什么 与 tch-rs [1] 包集成以在 rust 中支持 pytorch 支持标准推出方法以及使用 NN 代替推出的通用 MCTS 实现 包括 MCTS 求解器 [2] 包括 FPU [3] 一个使用 MCTS+NN 收集经验并训练策略和价值函数的 AlphaZero [4] 学习器 支持多个价值目标 所有超参数暴露 多线程支持! 针对具有各种探索次数的标准部署 mct 进行轻量级评估 将游戏结果保存到 pgn 文件 运行 bayeselo [

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