├── AlphaZero框架实现.pdf ├── LICENSE ├── Python Project ├── AlphaZero │ ├── Connect4 │ │ ├── connect4_game.py │ │ ├── connect4_model.py │ │ ├── connect4_play.py │ │ └── connect4_train.py │ ├── Gobang │ │ ├── gobang_game.py │ │ ├── gobang_model.py │ │ ├── gobang_play.py │ │ └── gobang_train.py │ ├── Reversi │ │ ├── reversi_game.py │ │ ├── reversi_model.py │ │ ├── reversi_play.py │ │ └── reversi_train.py │ ├── game.py │ ├── mcts.py │ ├── model.py │ ├── play.py │ ├── train.py │ └── utility │ │ ├── draw_learning_curve.py │ │ └── merge_model.py └── README.md ├── README.md ├── Unity Project ├── AlphaZero │ ├── Assets │ │ ├── Prefabs.meta │ │ ├── Prefabs │ │ │ ├── Action Policy Text.prefab │ │ │ ├── Action Policy Text.prefab.meta │ │ │ ├── Game Canvas.prefab │ │ │ ├── Game Canvas.prefab.meta │ │ │ ├── Hint Canvas.prefab │ │ │ └── Hint Canvas.prefab.meta │ │ ├── Resources.meta │ │ ├── Resources │ │ │ ├── Connect4.meta │ │ │ ├── Connect4 │ │ │ │ ├── graph.bytes │ │ │ │ └── graph.bytes.meta │ │ │ ├── Gobang.meta │ │ │ ├── Gobang │ │ │ │ ├── graph_10_10_5.bytes │ │ │ │ ├── graph_10_10_5.bytes.meta │ │ │ │ ├── graph_8_8_5.bytes │ │ │ │ └── graph_8_8_5.bytes.meta │ │ │ ├── Reversi.meta │ │ │ └── Reversi │ │ │ │ ├── graph.bytes │ │ │ │ └── graph.bytes.meta │ │ ├── Scenes.meta │ │ ├── Scenes │ │ │ ├── Connect4.unity │ │ │ ├── Connect4.unity.meta │ │ │ ├── Gobang10x10.unity │ │ │ ├── Gobang10x10.unity.meta │ │ │ ├── Gobang8x8.unity │ │ │ ├── Gobang8x8.unity.meta │ │ │ ├── Main Menu.unity │ │ │ ├── Main Menu.unity.meta │ │ │ ├── Reversi8x8.unity │ │ │ ├── Reversi8x8.unity.meta │ │ │ ├── Test.unity │ │ │ └── Test.unity.meta │ │ ├── Scripts.meta │ │ ├── Scripts │ │ │ ├── AlphaZero.meta │ │ │ ├── AlphaZero │ │ │ │ ├── Board.cs │ │ │ │ ├── Board.cs.meta │ │ │ │ ├── MCTS.cs │ │ │ │ ├── MCTS.cs.meta │ │ │ │ ├── Model.cs │ │ │ │ └── Model.cs.meta │ │ │ ├── Common.meta │ │ │ ├── Common │ │ │ │ ├── Game.cs │ │ │ │ ├── Game.cs.meta │ │ │ │ ├── Piece.cs │ │ │ │ ├── Piece.cs.meta │ │ │ │ ├── UI.meta │ │ │ │ └── UI │ │ │ │ │ ├── DisableObjectOnActive.cs │ │ │ │ │ ├── DisableObjectOnActive.cs.meta │ │ │ │ │ ├── GameMenu.cs │ │ │ │ │ ├── GameMenu.cs.meta │ │ │ │ │ ├── GamePanel.cs │ │ │ │ │ ├── GamePanel.cs.meta │ │ │ │ │ ├── HintCanvas.cs │ │ │ │ │ ├── HintCanvas.cs.meta │ │ │ │ │ ├── MainMenu.cs │ │ │ │ │ ├── MainMenu.cs.meta │ │ │ │ │ ├── QuitDialog.cs │ │ │ │ │ ├── QuitDialog.cs.meta │ │ │ │ │ ├── RecordPanel.cs │ │ │ │ │ └── RecordPanel.cs.meta │ │ │ ├── Connect4.meta │ │ │ ├── Connect4 │ │ │ │ ├── Connect4Action.cs │ │ │ │ ├── Connect4Action.cs.meta │ │ │ │ ├── Connect4Board.cs │ │ │ │ ├── Connect4Board.cs.meta │ │ │ │ ├── Connect4Game.cs │ │ │ │ ├── Connect4Game.cs.meta │ │ │ │ ├── Connect4Model.cs │ │ │ │ ├── Connect4Model.cs.meta │ │ │ │ ├── Connect4Piece.cs │ │ │ │ └── Connect4Piece.cs.meta │ │ │ ├── Gobang.meta │ │ │ ├── Gobang │ │ │ │ ├── GobangBoard.cs │ │ │ │ ├── GobangBoard.cs.meta │ │ │ │ ├── GobangGame.cs │ │ │ │ ├── GobangGame.cs.meta │ │ │ │ ├── GobangModel.cs │ │ │ │ └── GobangModel.cs.meta │ │ │ ├── Reversi.meta │ │ │ ├── Reversi │ │ │ │ ├── ReversiBoard.cs │ │ │ │ ├── ReversiBoard.cs.meta │ │ │ │ ├── ReversiGame.cs │ │ │ │ ├── ReversiGame.cs.meta │ │ │ │ ├── ReversiModel.cs │ │ │ │ └── ReversiModel.cs.meta │ │ │ ├── Test.meta │ │ │ └── Test │ │ │ │ ├── TFTest.cs │ │ │ │ └── TFTest.cs.meta │ │ ├── Sprites.meta │ │ └── Sprites │ │ │ ├── Circle.png │ │ │ ├── Circle.png.meta │ │ │ ├── Square.png │ │ │ ├── Square.png.meta │ │ │ ├── Triangle.png │ │ │ └── Triangle.png.meta │ ├── Packages │ │ └── manifest.json │ └── ProjectSettings │ │ ├── AudioManager.asset │ │ ├── ClusterInputManager.asset │ │ ├── DynamicsManager.asset │ │ ├── EditorBuildSettings.asset │ │ ├── EditorSettings.asset │ │ ├── GraphicsSettings.asset │ │ ├── InputManager.asset │ │ ├── NavMeshAreas.asset │ │ ├── NetworkManager.asset │ │ ├── Physics2DSettings.asset │ │ ├── PresetManager.asset │ │ ├── ProjectSettings.asset │ │ ├── ProjectVersion.txt │ │ ├── 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