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3moku_zero's Introduction

三目Zero

AlphaZeroのアルゴリズムで三目並べするAI作った。

デモ画像

コード

  • game.py: ゲーム状態
  • dual_network.py: デュアルネットワーク
  • pv_mcts.py: モンテカルロ木探索
  • self_play.py: セルフプレイ
  • train_network.py: パラメータ更新
  • evaluate_network.py: 新パラメータの評価
  • evaluate_best_player.py: ベストプレーヤーの評価
  • train_cycle.py: 学習サイクル
  • human_play.py: ゲームUI（tkinter）
  • human_play.py2: ゲームUI（kivy）

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