From 6a3d57145d4c5ab6cc915defd08f4f9f45c3ef16 Mon Sep 17 00:00:00 2001
From: Sehyeon <ksh1837@naver.com>
Date: Fri, 14 Mar 2025 14:37:10 +0900
Subject: [PATCH 1/7] DO-4 [Feat] Create AI-Minimax Algorithm Code
---
Assets/Scenes/AITestScene.unity | 1641 ++++++++++++++++++
Assets/Scenes/AITestScene.unity.meta | 7 +
Assets/Script/AI.meta | 8 +
Assets/Script/AI/MiniMaxAIController.cs | 331 ++++
Assets/Script/AI/MiniMaxAIController.cs.meta | 11 +
Assets/Script/AI/TestGameManager.cs | 82 +
Assets/Script/AI/TestGameManager.cs.meta | 11 +
7 files changed, 2091 insertions(+)
create mode 100644 Assets/Scenes/AITestScene.unity
create mode 100644 Assets/Scenes/AITestScene.unity.meta
create mode 100644 Assets/Script/AI.meta
create mode 100644 Assets/Script/AI/MiniMaxAIController.cs
create mode 100644 Assets/Script/AI/MiniMaxAIController.cs.meta
create mode 100644 Assets/Script/AI/TestGameManager.cs
create mode 100644 Assets/Script/AI/TestGameManager.cs.meta
diff --git a/Assets/Scenes/AITestScene.unity b/Assets/Scenes/AITestScene.unity
new file mode 100644
index 0000000..1ba087f
--- /dev/null
+++ b/Assets/Scenes/AITestScene.unity
@@ -0,0 +1,1641 @@
+%YAML 1.1
+%TAG !u! tag:unity3d.com,2011:
+--- !u!29 &1
+OcclusionCullingSettings:
+ m_ObjectHideFlags: 0
+ serializedVersion: 2
+ m_OcclusionBakeSettings:
+ smallestOccluder: 5
+ smallestHole: 0.25
+ backfaceThreshold: 100
+ m_SceneGUID: 00000000000000000000000000000000
+ m_OcclusionCullingData: {fileID: 0}
+--- !u!104 &2
+RenderSettings:
+ m_ObjectHideFlags: 0
+ serializedVersion: 9
+ m_Fog: 0
+ m_FogColor: {r: 0.5, g: 0.5, b: 0.5, a: 1}
+ m_FogMode: 3
+ m_FogDensity: 0.01
+ m_LinearFogStart: 0
+ m_LinearFogEnd: 300
+ m_AmbientSkyColor: {r: 0.212, g: 0.227, b: 0.259, a: 1}
+ m_AmbientEquatorColor: {r: 0.114, g: 0.125, b: 0.133, a: 1}
+ m_AmbientGroundColor: {r: 0.047, g: 0.043, b: 0.035, a: 1}
+ m_AmbientIntensity: 1
+ m_AmbientMode: 3
+ m_SubtractiveShadowColor: {r: 0.42, g: 0.478, b: 0.627, a: 1}
+ m_SkyboxMaterial: {fileID: 0}
+ m_HaloStrength: 0.5
+ m_FlareStrength: 1
+ m_FlareFadeSpeed: 3
+ m_HaloTexture: {fileID: 0}
+ m_SpotCookie: {fileID: 10001, guid: 0000000000000000e000000000000000, type: 0}
+ m_DefaultReflectionMode: 0
+ m_DefaultReflectionResolution: 128
+ m_ReflectionBounces: 1
+ m_ReflectionIntensity: 1
+ m_CustomReflection: {fileID: 0}
+ m_Sun: {fileID: 0}
+ m_UseRadianceAmbientProbe: 0
+--- !u!157 &3
+LightmapSettings:
+ m_ObjectHideFlags: 0
+ serializedVersion: 12
+ m_GIWorkflowMode: 1
+ m_GISettings:
+ serializedVersion: 2
+ m_BounceScale: 1
+ m_IndirectOutputScale: 1
+ m_AlbedoBoost: 1
+ m_EnvironmentLightingMode: 0
+ m_EnableBakedLightmaps: 0
+ m_EnableRealtimeLightmaps: 0
+ m_LightmapEditorSettings:
+ serializedVersion: 12
+ m_Resolution: 2
+ m_BakeResolution: 40
+ m_AtlasSize: 1024
+ m_AO: 0
+ m_AOMaxDistance: 1
+ m_CompAOExponent: 1
+ m_CompAOExponentDirect: 0
+ m_ExtractAmbientOcclusion: 0
+ m_Padding: 2
+ m_LightmapParameters: {fileID: 0}
+ m_LightmapsBakeMode: 1
+ m_TextureCompression: 1
+ m_FinalGather: 0
+ m_FinalGatherFiltering: 1
+ m_FinalGatherRayCount: 256
+ m_ReflectionCompression: 2
+ m_MixedBakeMode: 2
+ m_BakeBackend: 0
+ m_PVRSampling: 1
+ m_PVRDirectSampleCount: 32
+ m_PVRSampleCount: 500
+ m_PVRBounces: 2
+ m_PVREnvironmentSampleCount: 500
+ m_PVREnvironmentReferencePointCount: 2048
+ m_PVRFilteringMode: 2
+ m_PVRDenoiserTypeDirect: 0
+ m_PVRDenoiserTypeIndirect: 0
+ m_PVRDenoiserTypeAO: 0
+ m_PVRFilterTypeDirect: 0
+ m_PVRFilterTypeIndirect: 0
+ m_PVRFilterTypeAO: 0
+ m_PVREnvironmentMIS: 0
+ m_PVRCulling: 1
+ m_PVRFilteringGaussRadiusDirect: 1
+ m_PVRFilteringGaussRadiusIndirect: 5
+ m_PVRFilteringGaussRadiusAO: 2
+ m_PVRFilteringAtrousPositionSigmaDirect: 0.5
+ m_PVRFilteringAtrousPositionSigmaIndirect: 2
+ m_PVRFilteringAtrousPositionSigmaAO: 1
+ m_ExportTrainingData: 0
+ m_TrainingDataDestination: TrainingData
+ m_LightProbeSampleCountMultiplier: 4
+ m_LightingDataAsset: {fileID: 0}
+ m_LightingSettings: {fileID: 0}
+--- !u!196 &4
+NavMeshSettings:
+ serializedVersion: 2
+ m_ObjectHideFlags: 0
+ m_BuildSettings:
+ serializedVersion: 3
+ agentTypeID: 0
+ agentRadius: 0.5
+ agentHeight: 2
+ agentSlope: 45
+ agentClimb: 0.4
+ ledgeDropHeight: 0
+ maxJumpAcrossDistance: 0
+ minRegionArea: 2
+ manualCellSize: 0
+ cellSize: 0.16666667
+ manualTileSize: 0
+ tileSize: 256
+ buildHeightMesh: 0
+ maxJobWorkers: 0
+ preserveTilesOutsideBounds: 0
+ debug:
+ m_Flags: 0
+ m_NavMeshData: {fileID: 0}
+--- !u!1 &492692667
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 492692668}
+ - component: {fileID: 492692670}
+ - component: {fileID: 492692669}
+ m_Layer: 5
+ m_Name: Panel
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!224 &492692668
+RectTransform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 492692667}
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: 0}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children: []
+ m_Father: {fileID: 852683208}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+ m_AnchorMin: {x: 0, y: 0}
+ m_AnchorMax: {x: 1, y: 1}
+ m_AnchoredPosition: {x: 0, y: 0}
+ m_SizeDelta: {x: 0, y: 0}
+ m_Pivot: {x: 0.5, y: 0.5}
+--- !u!114 &492692669
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 492692667}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: fe87c0e1cc204ed48ad3b37840f39efc, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Material: {fileID: 0}
+ m_Color: {r: 1, g: 1, b: 1, a: 0.392}
+ m_RaycastTarget: 1
+ m_RaycastPadding: {x: 0, y: 0, z: 0, w: 0}
+ m_Maskable: 1
+ m_OnCullStateChanged:
+ m_PersistentCalls:
+ m_Calls: []
+ m_Sprite: {fileID: 10907, guid: 0000000000000000f000000000000000, type: 0}
+ m_Type: 1
+ m_PreserveAspect: 0
+ m_FillCenter: 1
+ m_FillMethod: 4
+ m_FillAmount: 1
+ m_FillClockwise: 1
+ m_FillOrigin: 0
+ m_UseSpriteMesh: 0
+ m_PixelsPerUnitMultiplier: 1
+--- !u!222 &492692670
+CanvasRenderer:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 492692667}
+ m_CullTransparentMesh: 1
+--- !u!1 &493380229
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 493380230}
+ - component: {fileID: 493380233}
+ - component: {fileID: 493380232}
+ - component: {fileID: 493380231}
+ m_Layer: 5
+ m_Name: col
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!224 &493380230
+RectTransform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 493380229}
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: 0}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children:
+ - {fileID: 1976308225}
+ m_Father: {fileID: 852683208}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+ m_AnchorMin: {x: 0.5, y: 0}
+ m_AnchorMax: {x: 0.5, y: 0}
+ m_AnchoredPosition: {x: 0, y: 30}
+ m_SizeDelta: {x: 300, y: 200}
+ m_Pivot: {x: 0.5, y: 0}
+--- !u!114 &493380231
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 493380229}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: 2da0c512f12947e489f739169773d7ca, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Navigation:
+ m_Mode: 3
+ m_WrapAround: 0
+ m_SelectOnUp: {fileID: 0}
+ m_SelectOnDown: {fileID: 0}
+ m_SelectOnLeft: {fileID: 0}
+ m_SelectOnRight: {fileID: 0}
+ m_Transition: 1
+ m_Colors:
+ m_NormalColor: {r: 1, g: 1, b: 1, a: 1}
+ m_HighlightedColor: {r: 0.9607843, g: 0.9607843, b: 0.9607843, a: 1}
+ m_PressedColor: {r: 0.78431374, g: 0.78431374, b: 0.78431374, a: 1}
+ m_SelectedColor: {r: 0.9607843, g: 0.9607843, b: 0.9607843, a: 1}
+ m_DisabledColor: {r: 0.78431374, g: 0.78431374, b: 0.78431374, a: 0.5019608}
+ m_ColorMultiplier: 1
+ m_FadeDuration: 0.1
+ m_SpriteState:
+ m_HighlightedSprite: {fileID: 0}
+ m_PressedSprite: {fileID: 0}
+ m_SelectedSprite: {fileID: 0}
+ m_DisabledSprite: {fileID: 0}
+ m_AnimationTriggers:
+ m_NormalTrigger: Normal
+ m_HighlightedTrigger: Highlighted
+ m_PressedTrigger: Pressed
+ m_SelectedTrigger: Selected
+ m_DisabledTrigger: Disabled
+ m_Interactable: 1
+ m_TargetGraphic: {fileID: 493380232}
+ m_TextViewport: {fileID: 1976308225}
+ m_TextComponent: {fileID: 1339168105}
+ m_Placeholder: {fileID: 0}
+ m_VerticalScrollbar: {fileID: 0}
+ m_VerticalScrollbarEventHandler: {fileID: 0}
+ m_LayoutGroup: {fileID: 0}
+ m_ScrollSensitivity: 1
+ m_ContentType: 0
+ m_InputType: 0
+ m_AsteriskChar: 42
+ m_KeyboardType: 0
+ m_LineType: 0
+ m_HideMobileInput: 0
+ m_HideSoftKeyboard: 0
+ m_CharacterValidation: 0
+ m_RegexValue:
+ m_GlobalPointSize: 14
+ m_CharacterLimit: 0
+ m_OnEndEdit:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnSubmit:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnSelect:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnDeselect:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnTextSelection:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnEndTextSelection:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnValueChanged:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnTouchScreenKeyboardStatusChanged:
+ m_PersistentCalls:
+ m_Calls: []
+ m_CaretColor: {r: 0.19607843, g: 0.19607843, b: 0.19607843, a: 1}
+ m_CustomCaretColor: 0
+ m_SelectionColor: {r: 0.65882355, g: 0.80784315, b: 1, a: 0.7529412}
+ m_Text:
+ m_CaretBlinkRate: 0.85
+ m_CaretWidth: 1
+ m_ReadOnly: 0
+ m_RichText: 1
+ m_GlobalFontAsset: {fileID: 11400000, guid: 8f586378b4e144a9851e7b34d9b748ee, type: 2}
+ m_OnFocusSelectAll: 1
+ m_ResetOnDeActivation: 1
+ m_RestoreOriginalTextOnEscape: 1
+ m_isRichTextEditingAllowed: 0
+ m_LineLimit: 0
+ m_InputValidator: {fileID: 0}
+--- !u!114 &493380232
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 493380229}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: fe87c0e1cc204ed48ad3b37840f39efc, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Material: {fileID: 0}
+ m_Color: {r: 1, g: 1, b: 1, a: 1}
+ m_RaycastTarget: 1
+ m_RaycastPadding: {x: 0, y: 0, z: 0, w: 0}
+ m_Maskable: 1
+ m_OnCullStateChanged:
+ m_PersistentCalls:
+ m_Calls: []
+ m_Sprite: {fileID: 10911, guid: 0000000000000000f000000000000000, type: 0}
+ m_Type: 1
+ m_PreserveAspect: 0
+ m_FillCenter: 1
+ m_FillMethod: 4
+ m_FillAmount: 1
+ m_FillClockwise: 1
+ m_FillOrigin: 0
+ m_UseSpriteMesh: 0
+ m_PixelsPerUnitMultiplier: 1
+--- !u!222 &493380233
+CanvasRenderer:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 493380229}
+ m_CullTransparentMesh: 1
+--- !u!1 &519420028
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 519420032}
+ - component: {fileID: 519420031}
+ - component: {fileID: 519420029}
+ m_Layer: 0
+ m_Name: Main Camera
+ m_TagString: MainCamera
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!81 &519420029
+AudioListener:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 519420028}
+ m_Enabled: 1
+--- !u!20 &519420031
+Camera:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 519420028}
+ m_Enabled: 1
+ serializedVersion: 2
+ m_ClearFlags: 2
+ m_BackGroundColor: {r: 0.19215687, g: 0.3019608, b: 0.4745098, a: 0}
+ m_projectionMatrixMode: 1
+ m_GateFitMode: 2
+ m_FOVAxisMode: 0
+ m_Iso: 200
+ m_ShutterSpeed: 0.005
+ m_Aperture: 16
+ m_FocusDistance: 10
+ m_FocalLength: 50
+ m_BladeCount: 5
+ m_Curvature: {x: 2, y: 11}
+ m_BarrelClipping: 0.25
+ m_Anamorphism: 0
+ m_SensorSize: {x: 36, y: 24}
+ m_LensShift: {x: 0, y: 0}
+ m_NormalizedViewPortRect:
+ serializedVersion: 2
+ x: 0
+ y: 0
+ width: 1
+ height: 1
+ near clip plane: 0.3
+ far clip plane: 1000
+ field of view: 60
+ orthographic: 1
+ orthographic size: 5
+ m_Depth: -1
+ m_CullingMask:
+ serializedVersion: 2
+ m_Bits: 4294967295
+ m_RenderingPath: -1
+ m_TargetTexture: {fileID: 0}
+ m_TargetDisplay: 0
+ m_TargetEye: 0
+ m_HDR: 1
+ m_AllowMSAA: 0
+ m_AllowDynamicResolution: 0
+ m_ForceIntoRT: 0
+ m_OcclusionCulling: 0
+ m_StereoConvergence: 10
+ m_StereoSeparation: 0.022
+--- !u!4 &519420032
+Transform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 519420028}
+ serializedVersion: 2
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: -10}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children: []
+ m_Father: {fileID: 0}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+--- !u!1 &748424465
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 748424466}
+ - component: {fileID: 748424468}
+ - component: {fileID: 748424467}
+ m_Layer: 5
+ m_Name: board
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!224 &748424466
+RectTransform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 748424465}
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: 0}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children: []
+ m_Father: {fileID: 852683208}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+ m_AnchorMin: {x: 0, y: 1}
+ m_AnchorMax: {x: 1, y: 1}
+ m_AnchoredPosition: {x: 0, y: -20}
+ m_SizeDelta: {x: 0, y: 1500}
+ m_Pivot: {x: 0.5, y: 1}
+--- !u!114 &748424467
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 748424465}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: f4688fdb7df04437aeb418b961361dc5, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Material: {fileID: 0}
+ m_Color: {r: 1, g: 1, b: 1, a: 1}
+ m_RaycastTarget: 1
+ m_RaycastPadding: {x: 0, y: 0, z: 0, w: 0}
+ m_Maskable: 1
+ m_OnCullStateChanged:
+ m_PersistentCalls:
+ m_Calls: []
+ m_text: New Text
+ m_isRightToLeft: 0
+ m_fontAsset: {fileID: 11400000, guid: 8f586378b4e144a9851e7b34d9b748ee, type: 2}
+ m_sharedMaterial: {fileID: 2180264, guid: 8f586378b4e144a9851e7b34d9b748ee, type: 2}
+ m_fontSharedMaterials: []
+ m_fontMaterial: {fileID: 0}
+ m_fontMaterials: []
+ m_fontColor32:
+ serializedVersion: 2
+ rgba: 4294967295
+ m_fontColor: {r: 1, g: 1, b: 1, a: 1}
+ m_enableVertexGradient: 0
+ m_colorMode: 3
+ m_fontColorGradient:
+ topLeft: {r: 1, g: 1, b: 1, a: 1}
+ topRight: {r: 1, g: 1, b: 1, a: 1}
+ bottomLeft: {r: 1, g: 1, b: 1, a: 1}
+ bottomRight: {r: 1, g: 1, b: 1, a: 1}
+ m_fontColorGradientPreset: {fileID: 0}
+ m_spriteAsset: {fileID: 0}
+ m_tintAllSprites: 0
+ m_StyleSheet: {fileID: 0}
+ m_TextStyleHashCode: -1183493901
+ m_overrideHtmlColors: 0
+ m_faceColor:
+ serializedVersion: 2
+ rgba: 4294967295
+ m_fontSize: 72
+ m_fontSizeBase: 72
+ m_fontWeight: 400
+ m_enableAutoSizing: 0
+ m_fontSizeMin: 18
+ m_fontSizeMax: 72
+ m_fontStyle: 0
+ m_HorizontalAlignment: 2
+ m_VerticalAlignment: 512
+ m_textAlignment: 65535
+ m_characterSpacing: 0
+ m_wordSpacing: 0
+ m_lineSpacing: 0
+ m_lineSpacingMax: 0
+ m_paragraphSpacing: 0
+ m_charWidthMaxAdj: 0
+ m_enableWordWrapping: 1
+ m_wordWrappingRatios: 0.4
+ m_overflowMode: 0
+ m_linkedTextComponent: {fileID: 0}
+ parentLinkedComponent: {fileID: 0}
+ m_enableKerning: 1
+ m_enableExtraPadding: 0
+ checkPaddingRequired: 0
+ m_isRichText: 1
+ m_parseCtrlCharacters: 1
+ m_isOrthographic: 1
+ m_isCullingEnabled: 0
+ m_horizontalMapping: 0
+ m_verticalMapping: 0
+ m_uvLineOffset: 0
+ m_geometrySortingOrder: 0
+ m_IsTextObjectScaleStatic: 0
+ m_VertexBufferAutoSizeReduction: 0
+ m_useMaxVisibleDescender: 1
+ m_pageToDisplay: 1
+ m_margin: {x: 0, y: 0, z: 0, w: 0}
+ m_isUsingLegacyAnimationComponent: 0
+ m_isVolumetricText: 0
+ m_hasFontAssetChanged: 0
+ m_baseMaterial: {fileID: 0}
+ m_maskOffset: {x: 0, y: 0, z: 0, w: 0}
+--- !u!222 &748424468
+CanvasRenderer:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 748424465}
+ m_CullTransparentMesh: 1
+--- !u!1 &770473330
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 770473331}
+ - component: {fileID: 770473332}
+ m_Layer: 0
+ m_Name: TestGameManager
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!4 &770473331
+Transform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 770473330}
+ serializedVersion: 2
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 156.5, y: 250.75, z: 0}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children: []
+ m_Father: {fileID: 0}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+--- !u!114 &770473332
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 770473330}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: facc79abb6042e846bb0a2b099b58e9c, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ rowText: {fileID: 1925068171}
+ colText: {fileID: 493380231}
+ boardText: {fileID: 748424467}
+--- !u!1 &785957518
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 785957521}
+ - component: {fileID: 785957520}
+ - component: {fileID: 785957519}
+ m_Layer: 0
+ m_Name: EventSystem
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!114 &785957519
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 785957518}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: 4f231c4fb786f3946a6b90b886c48677, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_SendPointerHoverToParent: 1
+ m_HorizontalAxis: Horizontal
+ m_VerticalAxis: Vertical
+ m_SubmitButton: Submit
+ m_CancelButton: Cancel
+ m_InputActionsPerSecond: 10
+ m_RepeatDelay: 0.5
+ m_ForceModuleActive: 0
+--- !u!114 &785957520
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 785957518}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: 76c392e42b5098c458856cdf6ecaaaa1, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_FirstSelected: {fileID: 0}
+ m_sendNavigationEvents: 1
+ m_DragThreshold: 10
+--- !u!4 &785957521
+Transform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 785957518}
+ serializedVersion: 2
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: 0}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children: []
+ m_Father: {fileID: 0}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+--- !u!1 &852683204
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 852683208}
+ - component: {fileID: 852683207}
+ - component: {fileID: 852683206}
+ - component: {fileID: 852683205}
+ m_Layer: 5
+ m_Name: Canvas
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!114 &852683205
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 852683204}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: dc42784cf147c0c48a680349fa168899, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_IgnoreReversedGraphics: 1
+ m_BlockingObjects: 0
+ m_BlockingMask:
+ serializedVersion: 2
+ m_Bits: 4294967295
+--- !u!114 &852683206
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 852683204}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: 0cd44c1031e13a943bb63640046fad76, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_UiScaleMode: 0
+ m_ReferencePixelsPerUnit: 100
+ m_ScaleFactor: 1
+ m_ReferenceResolution: {x: 800, y: 600}
+ m_ScreenMatchMode: 0
+ m_MatchWidthOrHeight: 0
+ m_PhysicalUnit: 3
+ m_FallbackScreenDPI: 96
+ m_DefaultSpriteDPI: 96
+ m_DynamicPixelsPerUnit: 1
+ m_PresetInfoIsWorld: 0
+--- !u!223 &852683207
+Canvas:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 852683204}
+ m_Enabled: 1
+ serializedVersion: 3
+ m_RenderMode: 0
+ m_Camera: {fileID: 0}
+ m_PlaneDistance: 100
+ m_PixelPerfect: 0
+ m_ReceivesEvents: 1
+ m_OverrideSorting: 0
+ m_OverridePixelPerfect: 0
+ m_SortingBucketNormalizedSize: 0
+ m_VertexColorAlwaysGammaSpace: 0
+ m_AdditionalShaderChannelsFlag: 25
+ m_UpdateRectTransformForStandalone: 0
+ m_SortingLayerID: 0
+ m_SortingOrder: 0
+ m_TargetDisplay: 0
+--- !u!224 &852683208
+RectTransform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 852683204}
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: 0}
+ m_LocalScale: {x: 0, y: 0, z: 0}
+ m_ConstrainProportionsScale: 0
+ m_Children:
+ - {fileID: 492692668}
+ - {fileID: 748424466}
+ - {fileID: 1925068170}
+ - {fileID: 493380230}
+ - {fileID: 1854815565}
+ m_Father: {fileID: 0}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+ m_AnchorMin: {x: 0, y: 0}
+ m_AnchorMax: {x: 0, y: 0}
+ m_AnchoredPosition: {x: 0, y: 0}
+ m_SizeDelta: {x: 0, y: 0}
+ m_Pivot: {x: 0, y: 0}
+--- !u!1 &944845861
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 944845862}
+ - component: {fileID: 944845864}
+ - component: {fileID: 944845863}
+ m_Layer: 5
+ m_Name: Text
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!224 &944845862
+RectTransform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 944845861}
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: 0}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children: []
+ m_Father: {fileID: 1744271206}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+ m_AnchorMin: {x: 0, y: 0}
+ m_AnchorMax: {x: 1, y: 1}
+ m_AnchoredPosition: {x: 0, y: 0}
+ m_SizeDelta: {x: 0, y: 0}
+ m_Pivot: {x: 0.5, y: 0.5}
+--- !u!114 &944845863
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 944845861}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: f4688fdb7df04437aeb418b961361dc5, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Material: {fileID: 0}
+ m_Color: {r: 1, g: 1, b: 1, a: 1}
+ m_RaycastTarget: 1
+ m_RaycastPadding: {x: 0, y: 0, z: 0, w: 0}
+ m_Maskable: 1
+ m_OnCullStateChanged:
+ m_PersistentCalls:
+ m_Calls: []
+ m_text: "\u200B"
+ m_isRightToLeft: 0
+ m_fontAsset: {fileID: 11400000, guid: 8f586378b4e144a9851e7b34d9b748ee, type: 2}
+ m_sharedMaterial: {fileID: 2180264, guid: 8f586378b4e144a9851e7b34d9b748ee, type: 2}
+ m_fontSharedMaterials: []
+ m_fontMaterial: {fileID: 0}
+ m_fontMaterials: []
+ m_fontColor32:
+ serializedVersion: 2
+ rgba: 4281479730
+ m_fontColor: {r: 0.19607843, g: 0.19607843, b: 0.19607843, a: 1}
+ m_enableVertexGradient: 0
+ m_colorMode: 3
+ m_fontColorGradient:
+ topLeft: {r: 1, g: 1, b: 1, a: 1}
+ topRight: {r: 1, g: 1, b: 1, a: 1}
+ bottomLeft: {r: 1, g: 1, b: 1, a: 1}
+ bottomRight: {r: 1, g: 1, b: 1, a: 1}
+ m_fontColorGradientPreset: {fileID: 0}
+ m_spriteAsset: {fileID: 0}
+ m_tintAllSprites: 0
+ m_StyleSheet: {fileID: 0}
+ m_TextStyleHashCode: -1183493901
+ m_overrideHtmlColors: 0
+ m_faceColor:
+ serializedVersion: 2
+ rgba: 4294967295
+ m_fontSize: 55
+ m_fontSizeBase: 55
+ m_fontWeight: 400
+ m_enableAutoSizing: 0
+ m_fontSizeMin: 18
+ m_fontSizeMax: 72
+ m_fontStyle: 0
+ m_HorizontalAlignment: 2
+ m_VerticalAlignment: 512
+ m_textAlignment: 65535
+ m_characterSpacing: 0
+ m_wordSpacing: 0
+ m_lineSpacing: 0
+ m_lineSpacingMax: 0
+ m_paragraphSpacing: 0
+ m_charWidthMaxAdj: 0
+ m_enableWordWrapping: 0
+ m_wordWrappingRatios: 0.4
+ m_overflowMode: 0
+ m_linkedTextComponent: {fileID: 0}
+ parentLinkedComponent: {fileID: 0}
+ m_enableKerning: 1
+ m_enableExtraPadding: 1
+ checkPaddingRequired: 0
+ m_isRichText: 1
+ m_parseCtrlCharacters: 1
+ m_isOrthographic: 1
+ m_isCullingEnabled: 0
+ m_horizontalMapping: 0
+ m_verticalMapping: 0
+ m_uvLineOffset: 0
+ m_geometrySortingOrder: 0
+ m_IsTextObjectScaleStatic: 0
+ m_VertexBufferAutoSizeReduction: 0
+ m_useMaxVisibleDescender: 1
+ m_pageToDisplay: 1
+ m_margin: {x: 0, y: 0, z: 0, w: 0}
+ m_isUsingLegacyAnimationComponent: 0
+ m_isVolumetricText: 0
+ m_hasFontAssetChanged: 0
+ m_baseMaterial: {fileID: 0}
+ m_maskOffset: {x: 0, y: 0, z: 0, w: 0}
+--- !u!222 &944845864
+CanvasRenderer:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 944845861}
+ m_CullTransparentMesh: 1
+--- !u!1 &1144231521
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 1144231522}
+ - component: {fileID: 1144231524}
+ - component: {fileID: 1144231523}
+ m_Layer: 5
+ m_Name: Text (TMP)
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!224 &1144231522
+RectTransform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1144231521}
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: 0}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children: []
+ m_Father: {fileID: 1854815565}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+ m_AnchorMin: {x: 0, y: 0}
+ m_AnchorMax: {x: 1, y: 1}
+ m_AnchoredPosition: {x: 0, y: 0}
+ m_SizeDelta: {x: 0, y: 0}
+ m_Pivot: {x: 0.5, y: 0.5}
+--- !u!114 &1144231523
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1144231521}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: f4688fdb7df04437aeb418b961361dc5, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Material: {fileID: 0}
+ m_Color: {r: 1, g: 1, b: 1, a: 1}
+ m_RaycastTarget: 1
+ m_RaycastPadding: {x: 0, y: 0, z: 0, w: 0}
+ m_Maskable: 1
+ m_OnCullStateChanged:
+ m_PersistentCalls:
+ m_Calls: []
+ m_text: Go
+ m_isRightToLeft: 0
+ m_fontAsset: {fileID: 11400000, guid: 8f586378b4e144a9851e7b34d9b748ee, type: 2}
+ m_sharedMaterial: {fileID: 2180264, guid: 8f586378b4e144a9851e7b34d9b748ee, type: 2}
+ m_fontSharedMaterials: []
+ m_fontMaterial: {fileID: 0}
+ m_fontMaterials: []
+ m_fontColor32:
+ serializedVersion: 2
+ rgba: 4281479730
+ m_fontColor: {r: 0.19607843, g: 0.19607843, b: 0.19607843, a: 1}
+ m_enableVertexGradient: 0
+ m_colorMode: 3
+ m_fontColorGradient:
+ topLeft: {r: 1, g: 1, b: 1, a: 1}
+ topRight: {r: 1, g: 1, b: 1, a: 1}
+ bottomLeft: {r: 1, g: 1, b: 1, a: 1}
+ bottomRight: {r: 1, g: 1, b: 1, a: 1}
+ m_fontColorGradientPreset: {fileID: 0}
+ m_spriteAsset: {fileID: 0}
+ m_tintAllSprites: 0
+ m_StyleSheet: {fileID: 0}
+ m_TextStyleHashCode: -1183493901
+ m_overrideHtmlColors: 0
+ m_faceColor:
+ serializedVersion: 2
+ rgba: 4294967295
+ m_fontSize: 50
+ m_fontSizeBase: 50
+ m_fontWeight: 400
+ m_enableAutoSizing: 0
+ m_fontSizeMin: 18
+ m_fontSizeMax: 72
+ m_fontStyle: 0
+ m_HorizontalAlignment: 2
+ m_VerticalAlignment: 512
+ m_textAlignment: 65535
+ m_characterSpacing: 0
+ m_wordSpacing: 0
+ m_lineSpacing: 0
+ m_lineSpacingMax: 0
+ m_paragraphSpacing: 0
+ m_charWidthMaxAdj: 0
+ m_enableWordWrapping: 1
+ m_wordWrappingRatios: 0.4
+ m_overflowMode: 0
+ m_linkedTextComponent: {fileID: 0}
+ parentLinkedComponent: {fileID: 0}
+ m_enableKerning: 1
+ m_enableExtraPadding: 0
+ checkPaddingRequired: 0
+ m_isRichText: 1
+ m_parseCtrlCharacters: 1
+ m_isOrthographic: 1
+ m_isCullingEnabled: 0
+ m_horizontalMapping: 0
+ m_verticalMapping: 0
+ m_uvLineOffset: 0
+ m_geometrySortingOrder: 0
+ m_IsTextObjectScaleStatic: 0
+ m_VertexBufferAutoSizeReduction: 0
+ m_useMaxVisibleDescender: 1
+ m_pageToDisplay: 1
+ m_margin: {x: 0, y: 0, z: 0, w: 0}
+ m_isUsingLegacyAnimationComponent: 0
+ m_isVolumetricText: 0
+ m_hasFontAssetChanged: 0
+ m_baseMaterial: {fileID: 0}
+ m_maskOffset: {x: 0, y: 0, z: 0, w: 0}
+--- !u!222 &1144231524
+CanvasRenderer:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1144231521}
+ m_CullTransparentMesh: 1
+--- !u!1 &1339168103
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 1339168104}
+ - component: {fileID: 1339168106}
+ - component: {fileID: 1339168105}
+ m_Layer: 5
+ m_Name: Text
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!224 &1339168104
+RectTransform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1339168103}
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: 0}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children: []
+ m_Father: {fileID: 1976308225}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+ m_AnchorMin: {x: 0, y: 0}
+ m_AnchorMax: {x: 1, y: 1}
+ m_AnchoredPosition: {x: 0, y: 0}
+ m_SizeDelta: {x: 0, y: 0}
+ m_Pivot: {x: 0.5, y: 0.5}
+--- !u!114 &1339168105
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1339168103}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: f4688fdb7df04437aeb418b961361dc5, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Material: {fileID: 0}
+ m_Color: {r: 1, g: 1, b: 1, a: 1}
+ m_RaycastTarget: 1
+ m_RaycastPadding: {x: 0, y: 0, z: 0, w: 0}
+ m_Maskable: 1
+ m_OnCullStateChanged:
+ m_PersistentCalls:
+ m_Calls: []
+ m_text: "\u200B"
+ m_isRightToLeft: 0
+ m_fontAsset: {fileID: 11400000, guid: 8f586378b4e144a9851e7b34d9b748ee, type: 2}
+ m_sharedMaterial: {fileID: 2180264, guid: 8f586378b4e144a9851e7b34d9b748ee, type: 2}
+ m_fontSharedMaterials: []
+ m_fontMaterial: {fileID: 0}
+ m_fontMaterials: []
+ m_fontColor32:
+ serializedVersion: 2
+ rgba: 4281479730
+ m_fontColor: {r: 0.19607843, g: 0.19607843, b: 0.19607843, a: 1}
+ m_enableVertexGradient: 0
+ m_colorMode: 3
+ m_fontColorGradient:
+ topLeft: {r: 1, g: 1, b: 1, a: 1}
+ topRight: {r: 1, g: 1, b: 1, a: 1}
+ bottomLeft: {r: 1, g: 1, b: 1, a: 1}
+ bottomRight: {r: 1, g: 1, b: 1, a: 1}
+ m_fontColorGradientPreset: {fileID: 0}
+ m_spriteAsset: {fileID: 0}
+ m_tintAllSprites: 0
+ m_StyleSheet: {fileID: 0}
+ m_TextStyleHashCode: -1183493901
+ m_overrideHtmlColors: 0
+ m_faceColor:
+ serializedVersion: 2
+ rgba: 4294967295
+ m_fontSize: 55
+ m_fontSizeBase: 55
+ m_fontWeight: 400
+ m_enableAutoSizing: 0
+ m_fontSizeMin: 18
+ m_fontSizeMax: 72
+ m_fontStyle: 0
+ m_HorizontalAlignment: 2
+ m_VerticalAlignment: 512
+ m_textAlignment: 65535
+ m_characterSpacing: 0
+ m_wordSpacing: 0
+ m_lineSpacing: 0
+ m_lineSpacingMax: 0
+ m_paragraphSpacing: 0
+ m_charWidthMaxAdj: 0
+ m_enableWordWrapping: 0
+ m_wordWrappingRatios: 0.4
+ m_overflowMode: 0
+ m_linkedTextComponent: {fileID: 0}
+ parentLinkedComponent: {fileID: 0}
+ m_enableKerning: 1
+ m_enableExtraPadding: 1
+ checkPaddingRequired: 0
+ m_isRichText: 1
+ m_parseCtrlCharacters: 1
+ m_isOrthographic: 1
+ m_isCullingEnabled: 0
+ m_horizontalMapping: 0
+ m_verticalMapping: 0
+ m_uvLineOffset: 0
+ m_geometrySortingOrder: 0
+ m_IsTextObjectScaleStatic: 0
+ m_VertexBufferAutoSizeReduction: 0
+ m_useMaxVisibleDescender: 1
+ m_pageToDisplay: 1
+ m_margin: {x: 0, y: 0, z: 0, w: 0}
+ m_isUsingLegacyAnimationComponent: 0
+ m_isVolumetricText: 0
+ m_hasFontAssetChanged: 0
+ m_baseMaterial: {fileID: 0}
+ m_maskOffset: {x: 0, y: 0, z: 0, w: 0}
+--- !u!222 &1339168106
+CanvasRenderer:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1339168103}
+ m_CullTransparentMesh: 1
+--- !u!1 &1744271205
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 1744271206}
+ - component: {fileID: 1744271207}
+ m_Layer: 5
+ m_Name: Text Area
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!224 &1744271206
+RectTransform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1744271205}
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: 0}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children:
+ - {fileID: 944845862}
+ m_Father: {fileID: 1925068170}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+ m_AnchorMin: {x: 0, y: 0}
+ m_AnchorMax: {x: 1, y: 1}
+ m_AnchoredPosition: {x: 0, y: -0.5}
+ m_SizeDelta: {x: -20, y: -13}
+ m_Pivot: {x: 0.5, y: 0.5}
+--- !u!114 &1744271207
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1744271205}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: 3312d7739989d2b4e91e6319e9a96d76, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Padding: {x: -8, y: -5, z: -8, w: -5}
+ m_Softness: {x: 0, y: 0}
+--- !u!1 &1854815564
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 1854815565}
+ - component: {fileID: 1854815568}
+ - component: {fileID: 1854815567}
+ - component: {fileID: 1854815566}
+ m_Layer: 5
+ m_Name: Button
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!224 &1854815565
+RectTransform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1854815564}
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: 0}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children:
+ - {fileID: 1144231522}
+ m_Father: {fileID: 852683208}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+ m_AnchorMin: {x: 1, y: 0}
+ m_AnchorMax: {x: 1, y: 0}
+ m_AnchoredPosition: {x: -100, y: 100}
+ m_SizeDelta: {x: 250, y: 250}
+ m_Pivot: {x: 1, y: 0}
+--- !u!114 &1854815566
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1854815564}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: 4e29b1a8efbd4b44bb3f3716e73f07ff, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Navigation:
+ m_Mode: 3
+ m_WrapAround: 0
+ m_SelectOnUp: {fileID: 0}
+ m_SelectOnDown: {fileID: 0}
+ m_SelectOnLeft: {fileID: 0}
+ m_SelectOnRight: {fileID: 0}
+ m_Transition: 1
+ m_Colors:
+ m_NormalColor: {r: 1, g: 1, b: 1, a: 1}
+ m_HighlightedColor: {r: 0.9607843, g: 0.9607843, b: 0.9607843, a: 1}
+ m_PressedColor: {r: 0.78431374, g: 0.78431374, b: 0.78431374, a: 1}
+ m_SelectedColor: {r: 0.9607843, g: 0.9607843, b: 0.9607843, a: 1}
+ m_DisabledColor: {r: 0.78431374, g: 0.78431374, b: 0.78431374, a: 0.5019608}
+ m_ColorMultiplier: 1
+ m_FadeDuration: 0.1
+ m_SpriteState:
+ m_HighlightedSprite: {fileID: 0}
+ m_PressedSprite: {fileID: 0}
+ m_SelectedSprite: {fileID: 0}
+ m_DisabledSprite: {fileID: 0}
+ m_AnimationTriggers:
+ m_NormalTrigger: Normal
+ m_HighlightedTrigger: Highlighted
+ m_PressedTrigger: Pressed
+ m_SelectedTrigger: Selected
+ m_DisabledTrigger: Disabled
+ m_Interactable: 1
+ m_TargetGraphic: {fileID: 1854815567}
+ m_OnClick:
+ m_PersistentCalls:
+ m_Calls:
+ - m_Target: {fileID: 770473332}
+ m_TargetAssemblyTypeName: TestGameManager, Assembly-CSharp
+ m_MethodName: OnClickGoButton
+ m_Mode: 1
+ m_Arguments:
+ m_ObjectArgument: {fileID: 0}
+ m_ObjectArgumentAssemblyTypeName: UnityEngine.Object, UnityEngine
+ m_IntArgument: 0
+ m_FloatArgument: 0
+ m_StringArgument:
+ m_BoolArgument: 0
+ m_CallState: 2
+--- !u!114 &1854815567
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1854815564}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: fe87c0e1cc204ed48ad3b37840f39efc, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Material: {fileID: 0}
+ m_Color: {r: 1, g: 1, b: 1, a: 1}
+ m_RaycastTarget: 1
+ m_RaycastPadding: {x: 0, y: 0, z: 0, w: 0}
+ m_Maskable: 1
+ m_OnCullStateChanged:
+ m_PersistentCalls:
+ m_Calls: []
+ m_Sprite: {fileID: 10905, guid: 0000000000000000f000000000000000, type: 0}
+ m_Type: 1
+ m_PreserveAspect: 0
+ m_FillCenter: 1
+ m_FillMethod: 4
+ m_FillAmount: 1
+ m_FillClockwise: 1
+ m_FillOrigin: 0
+ m_UseSpriteMesh: 0
+ m_PixelsPerUnitMultiplier: 1
+--- !u!222 &1854815568
+CanvasRenderer:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1854815564}
+ m_CullTransparentMesh: 1
+--- !u!1 &1925068169
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 1925068170}
+ - component: {fileID: 1925068173}
+ - component: {fileID: 1925068172}
+ - component: {fileID: 1925068171}
+ m_Layer: 5
+ m_Name: row
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!224 &1925068170
+RectTransform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1925068169}
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: 0}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children:
+ - {fileID: 1744271206}
+ m_Father: {fileID: 852683208}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+ m_AnchorMin: {x: 0.5, y: 0}
+ m_AnchorMax: {x: 0.5, y: 0}
+ m_AnchoredPosition: {x: 0, y: 245}
+ m_SizeDelta: {x: 300, y: 200}
+ m_Pivot: {x: 0.5, y: 0}
+--- !u!114 &1925068171
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1925068169}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: 2da0c512f12947e489f739169773d7ca, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Navigation:
+ m_Mode: 3
+ m_WrapAround: 0
+ m_SelectOnUp: {fileID: 0}
+ m_SelectOnDown: {fileID: 0}
+ m_SelectOnLeft: {fileID: 0}
+ m_SelectOnRight: {fileID: 0}
+ m_Transition: 1
+ m_Colors:
+ m_NormalColor: {r: 1, g: 1, b: 1, a: 1}
+ m_HighlightedColor: {r: 0.9607843, g: 0.9607843, b: 0.9607843, a: 1}
+ m_PressedColor: {r: 0.78431374, g: 0.78431374, b: 0.78431374, a: 1}
+ m_SelectedColor: {r: 0.9607843, g: 0.9607843, b: 0.9607843, a: 1}
+ m_DisabledColor: {r: 0.78431374, g: 0.78431374, b: 0.78431374, a: 0.5019608}
+ m_ColorMultiplier: 1
+ m_FadeDuration: 0.1
+ m_SpriteState:
+ m_HighlightedSprite: {fileID: 0}
+ m_PressedSprite: {fileID: 0}
+ m_SelectedSprite: {fileID: 0}
+ m_DisabledSprite: {fileID: 0}
+ m_AnimationTriggers:
+ m_NormalTrigger: Normal
+ m_HighlightedTrigger: Highlighted
+ m_PressedTrigger: Pressed
+ m_SelectedTrigger: Selected
+ m_DisabledTrigger: Disabled
+ m_Interactable: 1
+ m_TargetGraphic: {fileID: 1925068172}
+ m_TextViewport: {fileID: 1744271206}
+ m_TextComponent: {fileID: 944845863}
+ m_Placeholder: {fileID: 0}
+ m_VerticalScrollbar: {fileID: 0}
+ m_VerticalScrollbarEventHandler: {fileID: 0}
+ m_LayoutGroup: {fileID: 0}
+ m_ScrollSensitivity: 1
+ m_ContentType: 0
+ m_InputType: 0
+ m_AsteriskChar: 42
+ m_KeyboardType: 0
+ m_LineType: 0
+ m_HideMobileInput: 0
+ m_HideSoftKeyboard: 0
+ m_CharacterValidation: 0
+ m_RegexValue:
+ m_GlobalPointSize: 14
+ m_CharacterLimit: 0
+ m_OnEndEdit:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnSubmit:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnSelect:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnDeselect:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnTextSelection:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnEndTextSelection:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnValueChanged:
+ m_PersistentCalls:
+ m_Calls: []
+ m_OnTouchScreenKeyboardStatusChanged:
+ m_PersistentCalls:
+ m_Calls: []
+ m_CaretColor: {r: 0.19607843, g: 0.19607843, b: 0.19607843, a: 1}
+ m_CustomCaretColor: 0
+ m_SelectionColor: {r: 0.65882355, g: 0.80784315, b: 1, a: 0.7529412}
+ m_Text:
+ m_CaretBlinkRate: 0.85
+ m_CaretWidth: 1
+ m_ReadOnly: 0
+ m_RichText: 1
+ m_GlobalFontAsset: {fileID: 11400000, guid: 8f586378b4e144a9851e7b34d9b748ee, type: 2}
+ m_OnFocusSelectAll: 1
+ m_ResetOnDeActivation: 1
+ m_RestoreOriginalTextOnEscape: 1
+ m_isRichTextEditingAllowed: 0
+ m_LineLimit: 0
+ m_InputValidator: {fileID: 0}
+--- !u!114 &1925068172
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1925068169}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: fe87c0e1cc204ed48ad3b37840f39efc, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Material: {fileID: 0}
+ m_Color: {r: 1, g: 1, b: 1, a: 1}
+ m_RaycastTarget: 1
+ m_RaycastPadding: {x: 0, y: 0, z: 0, w: 0}
+ m_Maskable: 1
+ m_OnCullStateChanged:
+ m_PersistentCalls:
+ m_Calls: []
+ m_Sprite: {fileID: 10911, guid: 0000000000000000f000000000000000, type: 0}
+ m_Type: 1
+ m_PreserveAspect: 0
+ m_FillCenter: 1
+ m_FillMethod: 4
+ m_FillAmount: 1
+ m_FillClockwise: 1
+ m_FillOrigin: 0
+ m_UseSpriteMesh: 0
+ m_PixelsPerUnitMultiplier: 1
+--- !u!222 &1925068173
+CanvasRenderer:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1925068169}
+ m_CullTransparentMesh: 1
+--- !u!1 &1976308224
+GameObject:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ serializedVersion: 6
+ m_Component:
+ - component: {fileID: 1976308225}
+ - component: {fileID: 1976308226}
+ m_Layer: 5
+ m_Name: Text Area
+ m_TagString: Untagged
+ m_Icon: {fileID: 0}
+ m_NavMeshLayer: 0
+ m_StaticEditorFlags: 0
+ m_IsActive: 1
+--- !u!224 &1976308225
+RectTransform:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1976308224}
+ m_LocalRotation: {x: 0, y: 0, z: 0, w: 1}
+ m_LocalPosition: {x: 0, y: 0, z: 0}
+ m_LocalScale: {x: 1, y: 1, z: 1}
+ m_ConstrainProportionsScale: 0
+ m_Children:
+ - {fileID: 1339168104}
+ m_Father: {fileID: 493380230}
+ m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0}
+ m_AnchorMin: {x: 0, y: 0}
+ m_AnchorMax: {x: 1, y: 1}
+ m_AnchoredPosition: {x: 0, y: -0.5}
+ m_SizeDelta: {x: -20, y: -13}
+ m_Pivot: {x: 0.5, y: 0.5}
+--- !u!114 &1976308226
+MonoBehaviour:
+ m_ObjectHideFlags: 0
+ m_CorrespondingSourceObject: {fileID: 0}
+ m_PrefabInstance: {fileID: 0}
+ m_PrefabAsset: {fileID: 0}
+ m_GameObject: {fileID: 1976308224}
+ m_Enabled: 1
+ m_EditorHideFlags: 0
+ m_Script: {fileID: 11500000, guid: 3312d7739989d2b4e91e6319e9a96d76, type: 3}
+ m_Name:
+ m_EditorClassIdentifier:
+ m_Padding: {x: -8, y: -5, z: -8, w: -5}
+ m_Softness: {x: 0, y: 0}
+--- !u!1660057539 &9223372036854775807
+SceneRoots:
+ m_ObjectHideFlags: 0
+ m_Roots:
+ - {fileID: 519420032}
+ - {fileID: 852683208}
+ - {fileID: 785957521}
+ - {fileID: 770473331}
diff --git a/Assets/Scenes/AITestScene.unity.meta b/Assets/Scenes/AITestScene.unity.meta
new file mode 100644
index 0000000..f8991b5
--- /dev/null
+++ b/Assets/Scenes/AITestScene.unity.meta
@@ -0,0 +1,7 @@
+fileFormatVersion: 2
+guid: e200b684d5479a643aa06e6361c430c9
+DefaultImporter:
+ externalObjects: {}
+ userData:
+ assetBundleName:
+ assetBundleVariant:
diff --git a/Assets/Script/AI.meta b/Assets/Script/AI.meta
new file mode 100644
index 0000000..30d134e
--- /dev/null
+++ b/Assets/Script/AI.meta
@@ -0,0 +1,8 @@
+fileFormatVersion: 2
+guid: 2b0c3d8290ac86441b7db8c07a6d21a6
+folderAsset: yes
+DefaultImporter:
+ externalObjects: {}
+ userData:
+ assetBundleName:
+ assetBundleVariant:
diff --git a/Assets/Script/AI/MiniMaxAIController.cs b/Assets/Script/AI/MiniMaxAIController.cs
new file mode 100644
index 0000000..2e1424c
--- /dev/null
+++ b/Assets/Script/AI/MiniMaxAIController.cs
@@ -0,0 +1,331 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using UnityEngine;
+
+public static class MiniMaxAIController
+{
+ // To-Do List
+ // 랜덤 실수 (랜덤하게 덜 좋은 수 리턴)
+ // 탐색 시간 개선
+ // 방어적인 플레이라 AI 자신이 5연승할 자리에 안 둠 -> 해결
+
+ private const int SEARCH_DEPTH = 3; // 탐색 깊이 제한 (3 = 빠른 응답, 4 = 좀 더 강한 AI 그러나 느린)
+ private const int WIN_COUNT = 5;
+
+ private static int _playerLevel; // 급수 설정
+
+ // 급수 설정 -> 실수 넣을 때 계산
+ public static void SetLevel(int level)
+ {
+ _playerLevel = level;
+ }
+
+ public static (int row, int col)? GetBestMove(Enums.PlayerType[,] board)
+ {
+ float bestScore = -1000;
+ (int row, int col)? bestMove = null;
+ List<(int row, int col)> validMoves = GetValidMoves(board);
+
+ if (validMoves.Count == 0) // 놓을 수 있는 칸 없음 == 칸 꽉 참
+ {
+ Debug.Log("칸이 없습니다...");
+ return null;
+ }
+
+ // To-Do : bestMove는 null로 유지하고 맨 마지막 리턴 문에서 삼항 연산자로 날리기(Second용)
+ bestMove = validMoves[0]; // 기본 값, null 반환 방지.
+
+ // 5연승 가능한 자리를 먼저 찾아서 우선적으로 설정
+ List<(int row, int col)> fiveInARowMoves = GetFiveInARowCandidateMoves(board);
+ if (fiveInARowMoves.Count > 0)
+ {
+ bestMove = fiveInARowMoves[0];
+ Debug.Log($"5 wins move {bestMove.Value.row}, {bestMove.Value.col}");
+ return bestMove;
+ }
+
+ foreach (var (row, col) in validMoves)
+ {
+ board[row, col] = Enums.PlayerType.PlayerB;
+ float score = DoMinimax(board, SEARCH_DEPTH, false, -1000, 1000, row, col);
+ board[row, col] = Enums.PlayerType.None;
+
+ if (score > bestScore)
+ {
+ bestScore = score;
+ bestMove = (row, col); // 초반에는 bestMove가 잘 안바뀌어서 (돌 한 2~3개 둬야 여러 개 나옴) 2라운드까지는 그대로 출력 필요
+ // To-Do : 실수용으로 secondBestMove 추가
+ }
+ }
+
+ return bestMove;
+ }
+
+ private static float DoMinimax(Enums.PlayerType[,] board, int depth, bool isMaximizing, float alpha, float beta,
+ int recentRow, int recentCol)
+ {
+ if (CheckGameWin(Enums.PlayerType.PlayerA, board, recentRow, recentCol)) return -100 + depth;
+ if (CheckGameWin(Enums.PlayerType.PlayerB, board, recentRow, recentCol)) return 100 - depth;
+ if (depth == 0) return EvaluateBoard(board);
+
+ float bestScore = isMaximizing ? float.MinValue : float.MaxValue;
+ List<(int row, int col)> validMoves = GetValidMoves(board); // 현재 놓을 수 있는 자리 리스트
+
+ foreach (var (row, col) in validMoves)
+ {
+ board[row, col] = isMaximizing ? Enums.PlayerType.PlayerB : Enums.PlayerType.PlayerA;
+ float score = DoMinimax(board, depth - 1, !isMaximizing, alpha, beta, row, col);
+ board[row, col] = Enums.PlayerType.None;
+
+ if (isMaximizing)
+ {
+ bestScore = Math.Max(bestScore, score);
+ alpha = Math.Max(alpha, bestScore);
+ }
+ else
+ {
+ bestScore = Math.Min(bestScore, score);
+ beta = Math.Min(beta, bestScore);
+ }
+
+ if (beta <= alpha) break;
+ }
+ return bestScore;
+ }
+
+ /// <summary>
+ /// 이동 가능 + 주변에 돌 있는 위치 탐색
+ /// </summary>
+ /// <returns></returns>
+ private static List<(int row, int col)> GetValidMoves(Enums.PlayerType[,] board)
+ {
+ List<(int, int)> validMoves = new List<(int, int)>();
+ int size = board.GetLength(0);
+
+ for (int row = 0; row < size; row++)
+ {
+ for (int col = 0; col < size; col++)
+ {
+ if (board[row, col] == Enums.PlayerType.None && HasNearbyStones(board, row, col))
+ {
+ validMoves.Add((row, col));
+ }
+ }
+ }
+ return validMoves;
+ }
+
+ /// <summary>
+ /// 주변 8칸에 놓인 돌이 있는 지 확인
+ /// </summary>
+ /// <param name="row">현재 탐색하는 위치의 row값</param>
+ /// <param name="col">현재 탐색하는 위치의 col값</param>
+ /// <returns>true: 돌 있음, fasle: 돌 없음</returns>
+ private static bool HasNearbyStones(Enums.PlayerType[,] board, int row, int col)
+ {
+ // 9칸 기준으로 현재 위치를 중앙으로 상정한 후 나머지 8방향
+ int[] dr = { -1, -1, -1, 0, 0, 1, 1, 1 };
+ int[] dc = { -1, 0, 1, -1, 1, -1, 0, 1 };
+ int size = board.GetLength(0);
+
+ for(int i = 0; i < dr.Length; i++)
+ {
+ int nr = row + dr[i], nc = col + dc[i];
+ if (nr >= 0 && nr < size && nc >= 0 && nc < size && board[nr, nc] != Enums.PlayerType.None)
+ {
+ return true;
+ }
+ }
+ return false;
+ }
+
+ /// <summary>
+ /// 최근에 둔 돌 위치 기반으로 게임 승리를 판별하는 함수.
+ /// </summary>
+ /// <param name="player"> 어떤 플레이어 기준으로 승리 판별 </param>
+ /// <param name="board"> 게임 보드 </param>
+ /// <param name="row"> 최근에 둔 돌의 위치 중 row 값 </param>
+ /// <param name="col">최근에 둔 돌의 위치 중 col 값 </param>
+ /// <returns> true: 승리, false: 승리 아님 </returns>
+ public static bool CheckGameWin(Enums.PlayerType player, Enums.PlayerType[,] board, int row, int col)
+ {
+ int size = board.GetLength(0);
+
+ int[][] directions = new int[][]
+ {
+ new int[] {1, 0}, // 수직
+ new int[] {0, 1}, // 수평
+ new int[] {1, 1}, // 대각선 ↘ ↖
+ new int[] {1, -1} // 대각선 ↙ ↗
+ };
+
+ // 각 방향별로 판단
+ foreach (var dir in directions)
+ {
+ // 자기 자신 포함해서 카운트 시작
+ int stoneCount = 1;
+
+ // 정방향 탐색
+ int r = row + dir[0], c = col + dir[1];
+ while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == player) // 0~15내에서 플레이어 타입 판단
+ {
+ // 동일 플레이어 타입인 경우
+ stoneCount++;
+ r += dir[0]; // row값 옮기기
+ c += dir[1]; // col값 옮기기
+ }
+
+ // 역방향 탐색 전에 정방향에서 Win했는지 확인 (이미 Win한 상태에서 역방향 검사 방지)
+ if (stoneCount >= WIN_COUNT) return true;
+
+ // 역방향 탐색
+ r = row - dir[0];
+ c = col - dir[1];
+ while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == player)
+ {
+ stoneCount++;
+ r -= dir[0];
+ c -= dir[1];
+ }
+
+ if (stoneCount >= WIN_COUNT) return true;
+ }
+
+ return false;
+ }
+
+ private static List<(int row, int col)> GetFiveInARowCandidateMoves(Enums.PlayerType[,] board)
+ {
+ List<(int row, int col)> fiveInARowMoves = new List<(int, int)>();
+ int size = board.GetLength(0);
+
+ // 방향 설정: 가로, 세로, 대각선
+ int[][] directions = new int[][]
+ {
+ new int[] {1, 0}, // 가로
+ new int[] {0, 1}, // 세로
+ new int[] {1, 1}, // 대각선 (\)
+ new int[] {1, -1} // 대각선 (/)
+ };
+
+ // 각 칸에 대해 5연승이 될 수 있는 위치 찾기
+ for (int row = 0; row < size; row++)
+ {
+ for (int col = 0; col < size; col++)
+ {
+ if (board[row, col] != Enums.PlayerType.None)
+ continue; // 이미 돌이 놓인 곳
+
+ foreach (var dir in directions)
+ {
+ int count = 0;
+ int openEnds = 0;
+ // 왼쪽 방향부터 확인
+ int r = row + dir[0], c = col + dir[1];
+ while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.PlayerB)
+ {
+ count++;
+ r += dir[0];
+ c += dir[1];
+ }
+ if (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.None)
+ openEnds++;
+
+ // 오른쪽 방향 확인
+ r = row - dir[0];
+ c = col - dir[1];
+ while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.PlayerB)
+ {
+ count++;
+ r -= dir[0];
+ c -= dir[1];
+ }
+ if (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.None)
+ openEnds++;
+
+ // 5연승이 가능하면 그 자리를 리스트에 추가
+ if (count == 4 && openEnds > 0)
+ {
+ fiveInARowMoves.Add((row, col));
+ }
+ }
+ }
+ }
+
+ return fiveInARowMoves;
+ }
+
+ /// <summary>
+ /// 현재 보드의 상태 평가
+ /// </summary>
+ /// <returns>평가 후 점수</returns>
+ private static float EvaluateBoard(Enums.PlayerType[,] board)
+ {
+ float score = 0;
+ int size = board.GetLength(0);
+ int[][] directions = new int[][]
+ {
+ new int[] {1, 0}, // 수직
+ new int[] {0, 1}, // 수평
+ new int[] {1, 1}, // 대각선 ↘
+ new int[] {1, -1} // 대각선 ↙
+ };
+
+ for (int row = 0; row < size; row++)
+ {
+ for (int col = 0; col < size; col++)
+ {
+ if (board[row, col] == Enums.PlayerType.None) continue;
+
+ Enums.PlayerType player = board[row, col];
+ int playerScore = (player == Enums.PlayerType.PlayerB) ? 1 : -1; // AI는 양수, 상대는 음수
+
+ foreach (var dir in directions)
+ {
+ int count = 1;
+ int openEnds = 0;
+ int r = row + dir[0], c = col + dir[1];
+
+ // 같은 돌 개수 세기
+ while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == player)
+ {
+ count++;
+ r += dir[0];
+ c += dir[1];
+ }
+
+ // 열린 방향 확인
+ if (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.None)
+ openEnds++;
+
+ // 반대 방향 검사
+ r = row - dir[0];
+ c = col - dir[1];
+
+ while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == player)
+ {
+ count++;
+ r -= dir[0];
+ c -= dir[1];
+ }
+
+ if (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.None)
+ openEnds++;
+
+ // 점수 계산
+ if (count >= 5)
+ score += playerScore * 1000000; // 실제로 호출되는 일이 없음 왜지??
+ else if (count == 4)
+ score += playerScore * (openEnds == 2 ? 10000 : 1000);
+ else if (count == 3)
+ score += playerScore * (openEnds == 2 ? 1000 : 100);
+ else if (count == 2)
+ score += playerScore * (openEnds == 2 ? 100 : 10);
+ }
+ }
+ }
+
+ return score;
+ }
+}
diff --git a/Assets/Script/AI/MiniMaxAIController.cs.meta b/Assets/Script/AI/MiniMaxAIController.cs.meta
new file mode 100644
index 0000000..1b56bd4
--- /dev/null
+++ b/Assets/Script/AI/MiniMaxAIController.cs.meta
@@ -0,0 +1,11 @@
+fileFormatVersion: 2
+guid: 0cabba9cae3792747bd277ecdc12196d
+MonoImporter:
+ externalObjects: {}
+ serializedVersion: 2
+ defaultReferences: []
+ executionOrder: 0
+ icon: {instanceID: 0}
+ userData:
+ assetBundleName:
+ assetBundleVariant:
diff --git a/Assets/Script/AI/TestGameManager.cs b/Assets/Script/AI/TestGameManager.cs
new file mode 100644
index 0000000..050d5c1
--- /dev/null
+++ b/Assets/Script/AI/TestGameManager.cs
@@ -0,0 +1,82 @@
+using System;
+using System.Collections;
+using System.Collections.Generic;
+using TMPro;
+using UnityEngine;
+using UnityEngine.Serialization;
+using UnityEngine.UI;
+
+public class TestGameManager : MonoBehaviour
+{
+ [SerializeField] private TMP_InputField rowText;
+ [SerializeField] private TMP_InputField colText;
+ [SerializeField] private TMP_Text boardText;
+
+ private Enums.PlayerType[,] _board;
+
+ private void Start()
+ {
+ _board = new Enums.PlayerType[15, 15];
+ ResultBoard();
+ }
+
+ public void OnClickGoButton()
+ {
+ int row = int.Parse(rowText.text);
+ int col = int.Parse(colText.text);
+
+ if (_board[row, col] != Enums.PlayerType.None)
+ {
+ Debug.Log("중복 위치");
+ return;
+ }
+
+ _board[row, col] = Enums.PlayerType.PlayerA;
+
+ // var isEnded = MiniMaxAIController.CheckGameWin(Enums.PlayerType.PlayerA, _board, row, col);
+ // Debug.Log("PlayerA is Win: " + isEnded);
+
+ // 인공지능 호출
+ var result = MiniMaxAIController.GetBestMove(_board);
+
+ if (result.HasValue)
+ {
+ Debug.Log($"AI's row: {result.Value.row} col: {result.Value.col}");
+ _board[result.Value.row, result.Value.col] = Enums.PlayerType.PlayerB;
+
+ // isEnded = MiniMaxAIController.CheckGameWin(Enums.PlayerType.PlayerB, _board, result.Value.row, result.Value.col);
+ // Debug.Log("PlayerB is Win: " + isEnded);
+ }
+
+ ResultBoard();
+ }
+
+ private void ResultBoard()
+ {
+ boardText.text = "";
+
+ // player 타입에 따라 입력받는 건 무조건 A로 해서 A, AI는 B로 나타내고 None은 _
+ for (int i = 0; i < 15; i++)
+ {
+ for (int j = 0; j < 15; j++)
+ {
+ if (_board[i, j] == Enums.PlayerType.PlayerA)
+ {
+ boardText.text += 'A';
+ }
+ else if (_board[i, j] == Enums.PlayerType.PlayerB)
+ {
+ boardText.text += 'B';
+ }
+ else if (_board[i, j] == Enums.PlayerType.None)
+ {
+ boardText.text += '_';
+ }
+
+ boardText.text += ' ';
+ }
+
+ boardText.text += '\n';
+ }
+ }
+}
diff --git a/Assets/Script/AI/TestGameManager.cs.meta b/Assets/Script/AI/TestGameManager.cs.meta
new file mode 100644
index 0000000..50ae6fe
--- /dev/null
+++ b/Assets/Script/AI/TestGameManager.cs.meta
@@ -0,0 +1,11 @@
+fileFormatVersion: 2
+guid: facc79abb6042e846bb0a2b099b58e9c
+MonoImporter:
+ externalObjects: {}
+ serializedVersion: 2
+ defaultReferences: []
+ executionOrder: 0
+ icon: {instanceID: 0}
+ userData:
+ assetBundleName:
+ assetBundleVariant:
From 8e54a46b3d54051d2d9df515a7f28310e0a39ced Mon Sep 17 00:00:00 2001
From: Sehyeon <ksh1837@naver.com>
Date: Fri, 14 Mar 2025 15:25:59 +0900
Subject: [PATCH 2/7] =?UTF-8?q?DO-4=20[Fix]=20Fix=20bestMove=20null=20?=
=?UTF-8?q?=EA=B0=92=20=EB=A6=AC=ED=84=B4=20=EC=A0=9C=EA=B1=B0?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
Assets/Script/AI/MiniMaxAIController.cs | 90 +++++++++----------------
1 file changed, 30 insertions(+), 60 deletions(-)
diff --git a/Assets/Script/AI/MiniMaxAIController.cs b/Assets/Script/AI/MiniMaxAIController.cs
index 2e1424c..d89d9ce 100644
--- a/Assets/Script/AI/MiniMaxAIController.cs
+++ b/Assets/Script/AI/MiniMaxAIController.cs
@@ -8,10 +8,19 @@ public static class MiniMaxAIController
// To-Do List
// 랜덤 실수 (랜덤하게 덜 좋은 수 리턴)
// 탐색 시간 개선
- // 방어적인 플레이라 AI 자신이 5연승할 자리에 안 둠 -> 해결
+ // 코드 중복 제거
+ // AI 난이도 개선
private const int SEARCH_DEPTH = 3; // 탐색 깊이 제한 (3 = 빠른 응답, 4 = 좀 더 강한 AI 그러나 느린)
private const int WIN_COUNT = 5;
+
+ private static int[][] _directions = new int[][]
+ {
+ new int[] {1, 0}, // 수직
+ new int[] {0, 1}, // 수평
+ new int[] {1, 1}, // 대각선 ↘ ↖
+ new int[] {1, -1} // 대각선 ↙ ↗
+ };
private static int _playerLevel; // 급수 설정
@@ -21,27 +30,25 @@ public static class MiniMaxAIController
_playerLevel = level;
}
+ // return 값이 null 일 경우 == 보드에 칸 꽉 참
public static (int row, int col)? GetBestMove(Enums.PlayerType[,] board)
{
- float bestScore = -1000;
+ float bestScore = float.MinValue;
(int row, int col)? bestMove = null;
+ (int row, int col)? secondBestMove = null;
List<(int row, int col)> validMoves = GetValidMoves(board);
- if (validMoves.Count == 0) // 놓을 수 있는 칸 없음 == 칸 꽉 참
+ if (validMoves.Count == 0)
{
Debug.Log("칸이 없습니다...");
return null;
}
- // To-Do : bestMove는 null로 유지하고 맨 마지막 리턴 문에서 삼항 연산자로 날리기(Second용)
- bestMove = validMoves[0]; // 기본 값, null 반환 방지.
-
// 5연승 가능한 자리를 먼저 찾아서 우선적으로 설정
List<(int row, int col)> fiveInARowMoves = GetFiveInARowCandidateMoves(board);
if (fiveInARowMoves.Count > 0)
{
bestMove = fiveInARowMoves[0];
- Debug.Log($"5 wins move {bestMove.Value.row}, {bestMove.Value.col}");
return bestMove;
}
@@ -54,8 +61,13 @@ public static class MiniMaxAIController
if (score > bestScore)
{
bestScore = score;
- bestMove = (row, col); // 초반에는 bestMove가 잘 안바뀌어서 (돌 한 2~3개 둬야 여러 개 나옴) 2라운드까지는 그대로 출력 필요
- // To-Do : 실수용으로 secondBestMove 추가
+
+ if (bestMove != null)
+ {
+ secondBestMove = bestMove;
+ }
+
+ bestMove = (row, col);
}
}
@@ -94,10 +106,7 @@ public static class MiniMaxAIController
return bestScore;
}
- /// <summary>
- /// 이동 가능 + 주변에 돌 있는 위치 탐색
- /// </summary>
- /// <returns></returns>
+ // 이동 가능 + 주변에 돌 있는 위치 탐색
private static List<(int row, int col)> GetValidMoves(Enums.PlayerType[,] board)
{
List<(int, int)> validMoves = new List<(int, int)>();
@@ -115,13 +124,7 @@ public static class MiniMaxAIController
}
return validMoves;
}
-
- /// <summary>
- /// 주변 8칸에 놓인 돌이 있는 지 확인
- /// </summary>
- /// <param name="row">현재 탐색하는 위치의 row값</param>
- /// <param name="col">현재 탐색하는 위치의 col값</param>
- /// <returns>true: 돌 있음, fasle: 돌 없음</returns>
+
private static bool HasNearbyStones(Enums.PlayerType[,] board, int row, int col)
{
// 9칸 기준으로 현재 위치를 중앙으로 상정한 후 나머지 8방향
@@ -140,28 +143,13 @@ public static class MiniMaxAIController
return false;
}
- /// <summary>
- /// 최근에 둔 돌 위치 기반으로 게임 승리를 판별하는 함수.
- /// </summary>
- /// <param name="player"> 어떤 플레이어 기준으로 승리 판별 </param>
- /// <param name="board"> 게임 보드 </param>
- /// <param name="row"> 최근에 둔 돌의 위치 중 row 값 </param>
- /// <param name="col">최근에 둔 돌의 위치 중 col 값 </param>
- /// <returns> true: 승리, false: 승리 아님 </returns>
+ // 최근에 둔 돌 위치 기반으로 게임 승리를 판별하는 함수
public static bool CheckGameWin(Enums.PlayerType player, Enums.PlayerType[,] board, int row, int col)
{
int size = board.GetLength(0);
- int[][] directions = new int[][]
- {
- new int[] {1, 0}, // 수직
- new int[] {0, 1}, // 수평
- new int[] {1, 1}, // 대각선 ↘ ↖
- new int[] {1, -1} // 대각선 ↙ ↗
- };
-
// 각 방향별로 판단
- foreach (var dir in directions)
+ foreach (var dir in _directions)
{
// 자기 자신 포함해서 카운트 시작
int stoneCount = 1;
@@ -200,15 +188,6 @@ public static class MiniMaxAIController
List<(int row, int col)> fiveInARowMoves = new List<(int, int)>();
int size = board.GetLength(0);
- // 방향 설정: 가로, 세로, 대각선
- int[][] directions = new int[][]
- {
- new int[] {1, 0}, // 가로
- new int[] {0, 1}, // 세로
- new int[] {1, 1}, // 대각선 (\)
- new int[] {1, -1} // 대각선 (/)
- };
-
// 각 칸에 대해 5연승이 될 수 있는 위치 찾기
for (int row = 0; row < size; row++)
{
@@ -217,11 +196,12 @@ public static class MiniMaxAIController
if (board[row, col] != Enums.PlayerType.None)
continue; // 이미 돌이 놓인 곳
- foreach (var dir in directions)
+ foreach (var dir in _directions)
{
int count = 0;
int openEnds = 0;
- // 왼쪽 방향부터 확인
+
+ // 왼쪽 방향 확인
int r = row + dir[0], c = col + dir[1];
while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.PlayerB)
{
@@ -256,21 +236,11 @@ public static class MiniMaxAIController
return fiveInARowMoves;
}
- /// <summary>
- /// 현재 보드의 상태 평가
- /// </summary>
- /// <returns>평가 후 점수</returns>
+ // 현재 보드의 상태 평가
private static float EvaluateBoard(Enums.PlayerType[,] board)
{
float score = 0;
int size = board.GetLength(0);
- int[][] directions = new int[][]
- {
- new int[] {1, 0}, // 수직
- new int[] {0, 1}, // 수평
- new int[] {1, 1}, // 대각선 ↘
- new int[] {1, -1} // 대각선 ↙
- };
for (int row = 0; row < size; row++)
{
@@ -281,7 +251,7 @@ public static class MiniMaxAIController
Enums.PlayerType player = board[row, col];
int playerScore = (player == Enums.PlayerType.PlayerB) ? 1 : -1; // AI는 양수, 상대는 음수
- foreach (var dir in directions)
+ foreach (var dir in _directions)
{
int count = 1;
int openEnds = 0;
From b105c1ff606f47ea15ac2574a037a491312588a8 Mon Sep 17 00:00:00 2001
From: Sehyeon <ksh1837@naver.com>
Date: Fri, 14 Mar 2025 16:44:47 +0900
Subject: [PATCH 3/7] DO-4 [Fix] AI makes Random Mistake
---
Assets/Script/AI/MiniMaxAIController.cs | 37 +++++++++++++++++--------
1 file changed, 25 insertions(+), 12 deletions(-)
diff --git a/Assets/Script/AI/MiniMaxAIController.cs b/Assets/Script/AI/MiniMaxAIController.cs
index d89d9ce..33bfc84 100644
--- a/Assets/Script/AI/MiniMaxAIController.cs
+++ b/Assets/Script/AI/MiniMaxAIController.cs
@@ -6,7 +6,6 @@ using UnityEngine;
public static class MiniMaxAIController
{
// To-Do List
- // 랜덤 실수 (랜덤하게 덜 좋은 수 리턴)
// 탐색 시간 개선
// 코드 중복 제거
// AI 난이도 개선
@@ -22,12 +21,23 @@ public static class MiniMaxAIController
new int[] {1, -1} // 대각선 ↙ ↗
};
- private static int _playerLevel; // 급수 설정
+ private static int _playerLevel = 1; // 급수 설정
+ private static float _mistakeMove;
+ private static Enums.PlayerType _AIPlayerType = Enums.PlayerType.PlayerB;
// 급수 설정 -> 실수 넣을 때 계산
public static void SetLevel(int level)
{
_playerLevel = level;
+
+ _mistakeMove = GetMistakeProbability(_playerLevel);
+ }
+
+ // 실수 확률 계산 함수
+ private static float GetMistakeProbability(int level)
+ {
+ // 레벨이 1일 때 실수 확률 0%, 레벨이 18일 때 실수 확률 50%
+ return (level - 1) / 17f * 0.5f;
}
// return 값이 null 일 경우 == 보드에 칸 꽉 참
@@ -54,7 +64,7 @@ public static class MiniMaxAIController
foreach (var (row, col) in validMoves)
{
- board[row, col] = Enums.PlayerType.PlayerB;
+ board[row, col] = _AIPlayerType;
float score = DoMinimax(board, SEARCH_DEPTH, false, -1000, 1000, row, col);
board[row, col] = Enums.PlayerType.None;
@@ -71,6 +81,13 @@ public static class MiniMaxAIController
}
}
+ // 랜덤 실수
+ if (secondBestMove != null && UnityEngine.Random.value < _mistakeMove) // UnityEngine.Random.value == 0~1 사이 반환
+ {
+ Debug.Log("AI Mistake");
+ return secondBestMove;
+ }
+
return bestMove;
}
@@ -203,7 +220,7 @@ public static class MiniMaxAIController
// 왼쪽 방향 확인
int r = row + dir[0], c = col + dir[1];
- while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.PlayerB)
+ while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == _AIPlayerType)
{
count++;
r += dir[0];
@@ -215,7 +232,7 @@ public static class MiniMaxAIController
// 오른쪽 방향 확인
r = row - dir[0];
c = col - dir[1];
- while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.PlayerB)
+ while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == _AIPlayerType)
{
count++;
r -= dir[0];
@@ -223,8 +240,7 @@ public static class MiniMaxAIController
}
if (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.None)
openEnds++;
-
- // 5연승이 가능하면 그 자리를 리스트에 추가
+
if (count == 4 && openEnds > 0)
{
fiveInARowMoves.Add((row, col));
@@ -249,7 +265,7 @@ public static class MiniMaxAIController
if (board[row, col] == Enums.PlayerType.None) continue;
Enums.PlayerType player = board[row, col];
- int playerScore = (player == Enums.PlayerType.PlayerB) ? 1 : -1; // AI는 양수, 상대는 음수
+ int playerScore = (player == _AIPlayerType) ? 1 : -1; // AI는 양수, 상대는 음수
foreach (var dir in _directions)
{
@@ -275,7 +291,6 @@ public static class MiniMaxAIController
while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == player)
{
- count++;
r -= dir[0];
c -= dir[1];
}
@@ -284,9 +299,7 @@ public static class MiniMaxAIController
openEnds++;
// 점수 계산
- if (count >= 5)
- score += playerScore * 1000000; // 실제로 호출되는 일이 없음 왜지??
- else if (count == 4)
+ if (count == 4)
score += playerScore * (openEnds == 2 ? 10000 : 1000);
else if (count == 3)
score += playerScore * (openEnds == 2 ? 1000 : 100);
From c3c670bbdca2be4dd2e326f72327c6dffb88fc6e Mon Sep 17 00:00:00 2001
From: Sehyeon <ksh1837@naver.com>
Date: Sun, 16 Mar 2025 21:27:46 +0900
Subject: [PATCH 4/7] =?UTF-8?q?DO-4=20[Style]=20=EC=A4=91=EB=B3=B5=20?=
=?UTF-8?q?=EC=BD=94=EB=93=9C=20=EC=B5=9C=EC=86=8C=ED=99=94?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
Assets/Script/AI/MiniMaxAIController.cs | 158 +++++++++++++++++-------
1 file changed, 116 insertions(+), 42 deletions(-)
diff --git a/Assets/Script/AI/MiniMaxAIController.cs b/Assets/Script/AI/MiniMaxAIController.cs
index 33bfc84..9cda8d7 100644
--- a/Assets/Script/AI/MiniMaxAIController.cs
+++ b/Assets/Script/AI/MiniMaxAIController.cs
@@ -50,7 +50,6 @@ public static class MiniMaxAIController
if (validMoves.Count == 0)
{
- Debug.Log("칸이 없습니다...");
return null;
}
@@ -159,48 +158,8 @@ public static class MiniMaxAIController
}
return false;
}
-
- // 최근에 둔 돌 위치 기반으로 게임 승리를 판별하는 함수
- public static bool CheckGameWin(Enums.PlayerType player, Enums.PlayerType[,] board, int row, int col)
- {
- int size = board.GetLength(0);
-
- // 각 방향별로 판단
- foreach (var dir in _directions)
- {
- // 자기 자신 포함해서 카운트 시작
- int stoneCount = 1;
-
- // 정방향 탐색
- int r = row + dir[0], c = col + dir[1];
- while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == player) // 0~15내에서 플레이어 타입 판단
- {
- // 동일 플레이어 타입인 경우
- stoneCount++;
- r += dir[0]; // row값 옮기기
- c += dir[1]; // col값 옮기기
- }
-
- // 역방향 탐색 전에 정방향에서 Win했는지 확인 (이미 Win한 상태에서 역방향 검사 방지)
- if (stoneCount >= WIN_COUNT) return true;
-
- // 역방향 탐색
- r = row - dir[0];
- c = col - dir[1];
- while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == player)
- {
- stoneCount++;
- r -= dir[0];
- c -= dir[1];
- }
-
- if (stoneCount >= WIN_COUNT) return true;
- }
-
- return false;
- }
- private static List<(int row, int col)> GetFiveInARowCandidateMoves(Enums.PlayerType[,] board)
+ /*private static List<(int row, int col)> GetFiveInARowCandidateMoves(Enums.PlayerType[,] board)
{
List<(int row, int col)> fiveInARowMoves = new List<(int, int)>();
int size = board.GetLength(0);
@@ -309,6 +268,121 @@ public static class MiniMaxAIController
}
}
+ return score;
+ }*/
+
+ // 특정 방향으로 같은 돌 개수와 열린 끝 개수를 계산하는 함수
+ private static (int count, int openEnds) CountStones(
+ Enums.PlayerType[,] board, int row, int col, int[] direction, Enums.PlayerType player)
+ {
+ int size = board.GetLength(0);
+ int count = 0;
+ int openEnds = 0;
+
+ // 정방향 탐색
+ int r = row + direction[0], c = col + direction[1];
+ while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == player)
+ {
+ count++;
+ r += direction[0]; // row값 옮기기
+ c += direction[1]; // col값 옮기기
+ }
+
+ if (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.None)
+ {
+ openEnds++;
+ }
+
+ // 역방향 탐색
+ r = row - direction[0];
+ c = col - direction[1];
+ while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == player)
+ {
+ count++;
+ r -= direction[0];
+ c -= direction[1];
+ }
+
+ if (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.None)
+ {
+ openEnds++;
+ }
+
+ return (count, openEnds);
+ }
+
+ // 최근에 둔 돌 위치 기반으로 게임 승리를 판별하는 함수
+ public static bool CheckGameWin(Enums.PlayerType player, Enums.PlayerType[,] board, int row, int col)
+ {
+ foreach (var dir in _directions)
+ {
+ var (count, _) = CountStones(board, row, col, dir, player);
+
+ // 자기 자신 포함하여 5개 이상일 시 true 반환
+ if (count + 1 >= WIN_COUNT)
+ return true;
+ }
+
+ return false;
+ }
+
+ // 5목이 될 수 있는 위치 찾기
+ private static List<(int row, int col)> GetFiveInARowCandidateMoves(Enums.PlayerType[,] board)
+ {
+ List<(int row, int col)> fiveInARowMoves = new List<(int, int)>();
+ int size = board.GetLength(0);
+
+ for (int row = 0; row < size; row++)
+ {
+ for (int col = 0; col < size; col++)
+ {
+ if (board[row, col] != Enums.PlayerType.None) continue;
+
+ foreach (var dir in _directions)
+ {
+ var (count, openEnds) = CountStones(board, row, col, dir, _AIPlayerType);
+
+ if (count == 4 && openEnds > 0)
+ {
+ fiveInARowMoves.Add((row, col));
+ break; // 하나 나오면 바로 break (시간 단축)
+ }
+ }
+ }
+ }
+
+ return fiveInARowMoves;
+ }
+
+ // 현재 보드 평가 함수
+ private static float EvaluateBoard(Enums.PlayerType[,] board)
+ {
+ float score = 0;
+ int size = board.GetLength(0);
+
+ for (int row = 0; row < size; row++)
+ {
+ for (int col = 0; col < size; col++)
+ {
+ if (board[row, col] == Enums.PlayerType.None) continue;
+
+ Enums.PlayerType player = board[row, col];
+ int playerScore = (player == _AIPlayerType) ? 1 : -1; // AI는 양수, 플레이어는 음수
+
+ foreach (var dir in _directions)
+ {
+ var (count, openEnds) = CountStones(board, row, col, dir, player);
+
+ // 점수 계산
+ if (count == 4)
+ score += playerScore * (openEnds == 2 ? 10000 : 1000);
+ else if (count == 3)
+ score += playerScore * (openEnds == 2 ? 1000 : 100);
+ else if (count == 2)
+ score += playerScore * (openEnds == 2 ? 100 : 10);
+ }
+ }
+ }
return score;
}
}
From 9f94a8d0a59e41040979fdd3bd78621346051cf3 Mon Sep 17 00:00:00 2001
From: Sehyeon <ksh1837@naver.com>
Date: Mon, 17 Mar 2025 10:58:14 +0900
Subject: [PATCH 5/7] =?UTF-8?q?DO-4=20[Refactor]=20=EC=BA=90=EC=8B=B1?=
=?UTF-8?q?=EC=9D=84=20=ED=86=B5=ED=95=B4=20=EC=A4=91=EB=B3=B5=20=EA=B3=84?=
=?UTF-8?q?=EC=82=B0=20=EB=B0=A9=EC=A7=80?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
Assets/KSH.meta | 8 +
Assets/{Scenes => KSH}/AITestScene.unity | 0
Assets/{Scenes => KSH}/AITestScene.unity.meta | 0
Assets/Script/AI/MiniMaxAIController.cs | 146 ++++--------------
Assets/Script/AI/TestGameManager.cs | 2 +
5 files changed, 41 insertions(+), 115 deletions(-)
create mode 100644 Assets/KSH.meta
rename Assets/{Scenes => KSH}/AITestScene.unity (100%)
rename Assets/{Scenes => KSH}/AITestScene.unity.meta (100%)
diff --git a/Assets/KSH.meta b/Assets/KSH.meta
new file mode 100644
index 0000000..b7a58f9
--- /dev/null
+++ b/Assets/KSH.meta
@@ -0,0 +1,8 @@
+fileFormatVersion: 2
+guid: d652b2a2f29c0c541983b529f66a5169
+folderAsset: yes
+DefaultImporter:
+ externalObjects: {}
+ userData:
+ assetBundleName:
+ assetBundleVariant:
diff --git a/Assets/Scenes/AITestScene.unity b/Assets/KSH/AITestScene.unity
similarity index 100%
rename from Assets/Scenes/AITestScene.unity
rename to Assets/KSH/AITestScene.unity
diff --git a/Assets/Scenes/AITestScene.unity.meta b/Assets/KSH/AITestScene.unity.meta
similarity index 100%
rename from Assets/Scenes/AITestScene.unity.meta
rename to Assets/KSH/AITestScene.unity.meta
diff --git a/Assets/Script/AI/MiniMaxAIController.cs b/Assets/Script/AI/MiniMaxAIController.cs
index 9cda8d7..2ffa77e 100644
--- a/Assets/Script/AI/MiniMaxAIController.cs
+++ b/Assets/Script/AI/MiniMaxAIController.cs
@@ -7,7 +7,6 @@ public static class MiniMaxAIController
{
// To-Do List
// 탐색 시간 개선
- // 코드 중복 제거
// AI 난이도 개선
private const int SEARCH_DEPTH = 3; // 탐색 깊이 제한 (3 = 빠른 응답, 4 = 좀 더 강한 AI 그러나 느린)
@@ -24,7 +23,11 @@ public static class MiniMaxAIController
private static int _playerLevel = 1; // 급수 설정
private static float _mistakeMove;
private static Enums.PlayerType _AIPlayerType = Enums.PlayerType.PlayerB;
-
+
+ // 중복 계산을 방지하기 위한 캐싱 데이터. 위치(row, col) 와 방향(dirX, dirY) 중복 계산 방지
+ private static Dictionary<(int, int, int, int), (int count, int openEnds)> _stoneInfoCache
+ = new Dictionary<(int, int, int, int), (int count, int openEnds)>();
+
// 급수 설정 -> 실수 넣을 때 계산
public static void SetLevel(int level)
{
@@ -43,11 +46,15 @@ public static class MiniMaxAIController
// return 값이 null 일 경우 == 보드에 칸 꽉 참
public static (int row, int col)? GetBestMove(Enums.PlayerType[,] board)
{
+ // 캐시 초기화
+ ClearCache();
+
float bestScore = float.MinValue;
(int row, int col)? bestMove = null;
(int row, int col)? secondBestMove = null;
List<(int row, int col)> validMoves = GetValidMoves(board);
+ // 보드에 놓을 수 있는 자리가 있는지 확인
if (validMoves.Count == 0)
{
return null;
@@ -103,8 +110,12 @@ public static class MiniMaxAIController
foreach (var (row, col) in validMoves)
{
board[row, col] = isMaximizing ? Enums.PlayerType.PlayerB : Enums.PlayerType.PlayerA;
+ ClearCache(); // 돌
+
float score = DoMinimax(board, depth - 1, !isMaximizing, alpha, beta, row, col);
+
board[row, col] = Enums.PlayerType.None;
+ ClearCache();
if (isMaximizing)
{
@@ -159,122 +170,19 @@ public static class MiniMaxAIController
return false;
}
- /*private static List<(int row, int col)> GetFiveInARowCandidateMoves(Enums.PlayerType[,] board)
- {
- List<(int row, int col)> fiveInARowMoves = new List<(int, int)>();
- int size = board.GetLength(0);
-
- // 각 칸에 대해 5연승이 될 수 있는 위치 찾기
- for (int row = 0; row < size; row++)
- {
- for (int col = 0; col < size; col++)
- {
- if (board[row, col] != Enums.PlayerType.None)
- continue; // 이미 돌이 놓인 곳
-
- foreach (var dir in _directions)
- {
- int count = 0;
- int openEnds = 0;
-
- // 왼쪽 방향 확인
- int r = row + dir[0], c = col + dir[1];
- while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == _AIPlayerType)
- {
- count++;
- r += dir[0];
- c += dir[1];
- }
- if (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.None)
- openEnds++;
-
- // 오른쪽 방향 확인
- r = row - dir[0];
- c = col - dir[1];
- while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == _AIPlayerType)
- {
- count++;
- r -= dir[0];
- c -= dir[1];
- }
- if (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.None)
- openEnds++;
-
- if (count == 4 && openEnds > 0)
- {
- fiveInARowMoves.Add((row, col));
- }
- }
- }
- }
-
- return fiveInARowMoves;
- }
-
- // 현재 보드의 상태 평가
- private static float EvaluateBoard(Enums.PlayerType[,] board)
- {
- float score = 0;
- int size = board.GetLength(0);
-
- for (int row = 0; row < size; row++)
- {
- for (int col = 0; col < size; col++)
- {
- if (board[row, col] == Enums.PlayerType.None) continue;
-
- Enums.PlayerType player = board[row, col];
- int playerScore = (player == _AIPlayerType) ? 1 : -1; // AI는 양수, 상대는 음수
-
- foreach (var dir in _directions)
- {
- int count = 1;
- int openEnds = 0;
- int r = row + dir[0], c = col + dir[1];
-
- // 같은 돌 개수 세기
- while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == player)
- {
- count++;
- r += dir[0];
- c += dir[1];
- }
-
- // 열린 방향 확인
- if (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.None)
- openEnds++;
-
- // 반대 방향 검사
- r = row - dir[0];
- c = col - dir[1];
-
- while (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == player)
- {
- r -= dir[0];
- c -= dir[1];
- }
-
- if (r >= 0 && r < size && c >= 0 && c < size && board[r, c] == Enums.PlayerType.None)
- openEnds++;
-
- // 점수 계산
- if (count == 4)
- score += playerScore * (openEnds == 2 ? 10000 : 1000);
- else if (count == 3)
- score += playerScore * (openEnds == 2 ? 1000 : 100);
- else if (count == 2)
- score += playerScore * (openEnds == 2 ? 100 : 10);
- }
- }
- }
-
- return score;
- }*/
-
// 특정 방향으로 같은 돌 개수와 열린 끝 개수를 계산하는 함수
private static (int count, int openEnds) CountStones(
Enums.PlayerType[,] board, int row, int col, int[] direction, Enums.PlayerType player)
{
+ int dirX = direction[0], dirY = direction[1];
+ var key = (row, col, dirX, dirY);
+
+ // 캐시에 존재하면 바로 반환 (탐색 시간 감소)
+ if (_stoneInfoCache.TryGetValue(key, out var cachedResult))
+ {
+ return cachedResult;
+ }
+
int size = board.GetLength(0);
int count = 0;
int openEnds = 0;
@@ -308,7 +216,15 @@ public static class MiniMaxAIController
openEnds++;
}
- return (count, openEnds);
+ var resultValue = (count, openEnds);
+ _stoneInfoCache[key] = resultValue; // 결과 저장
+ return resultValue;
+ }
+
+ // 캐시 초기화, 새로운 돌이 놓일 시 실행
+ private static void ClearCache()
+ {
+ _stoneInfoCache.Clear();
}
// 최근에 둔 돌 위치 기반으로 게임 승리를 판별하는 함수
diff --git a/Assets/Script/AI/TestGameManager.cs b/Assets/Script/AI/TestGameManager.cs
index 050d5c1..9cd8b64 100644
--- a/Assets/Script/AI/TestGameManager.cs
+++ b/Assets/Script/AI/TestGameManager.cs
@@ -17,6 +17,7 @@ public class TestGameManager : MonoBehaviour
private void Start()
{
_board = new Enums.PlayerType[15, 15];
+ MiniMaxAIController.SetLevel(1); // 급수 설정 테스트
ResultBoard();
}
@@ -32,6 +33,7 @@ public class TestGameManager : MonoBehaviour
}
_board[row, col] = Enums.PlayerType.PlayerA;
+ Debug.Log($"Player's row: {row} col: {col}");
// var isEnded = MiniMaxAIController.CheckGameWin(Enums.PlayerType.PlayerA, _board, row, col);
// Debug.Log("PlayerA is Win: " + isEnded);
From 23f114897ab78ecd5584570c988c2ac7be069fb7 Mon Sep 17 00:00:00 2001
From: Sehyeon <ksh1837@naver.com>
Date: Mon, 17 Mar 2025 16:17:25 +0900
Subject: [PATCH 6/7] =?UTF-8?q?DO-4=20[Refactor]=20=EC=8B=9C=EA=B0=84=20?=
=?UTF-8?q?=EB=8B=A8=EC=B6=95=20-=20Move=20Ordering=20=EC=A0=81=EC=9A=A9?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
Assets/Script/AI/MiniMaxAIController.cs | 26 ++++++++++++++-----------
1 file changed, 15 insertions(+), 11 deletions(-)
diff --git a/Assets/Script/AI/MiniMaxAIController.cs b/Assets/Script/AI/MiniMaxAIController.cs
index 2ffa77e..c47073e 100644
--- a/Assets/Script/AI/MiniMaxAIController.cs
+++ b/Assets/Script/AI/MiniMaxAIController.cs
@@ -6,7 +6,7 @@ using UnityEngine;
public static class MiniMaxAIController
{
// To-Do List
- // 탐색 시간 개선
+ // 탐색 시간 개선: 캐싱(_stoneInfoCache), 좋은 수부터 탐색(Move Ordering)
// AI 난이도 개선
private const int SEARCH_DEPTH = 3; // 탐색 깊이 제한 (3 = 빠른 응답, 4 = 좀 더 강한 AI 그러나 느린)
@@ -52,7 +52,7 @@ public static class MiniMaxAIController
float bestScore = float.MinValue;
(int row, int col)? bestMove = null;
(int row, int col)? secondBestMove = null;
- List<(int row, int col)> validMoves = GetValidMoves(board);
+ List<(int row, int col, float score)> validMoves = GetValidMoves(board);
// 보드에 놓을 수 있는 자리가 있는지 확인
if (validMoves.Count == 0)
@@ -68,7 +68,7 @@ public static class MiniMaxAIController
return bestMove;
}
- foreach (var (row, col) in validMoves)
+ foreach (var (row, col, _) in validMoves)
{
board[row, col] = _AIPlayerType;
float score = DoMinimax(board, SEARCH_DEPTH, false, -1000, 1000, row, col);
@@ -105,26 +105,26 @@ public static class MiniMaxAIController
if (depth == 0) return EvaluateBoard(board);
float bestScore = isMaximizing ? float.MinValue : float.MaxValue;
- List<(int row, int col)> validMoves = GetValidMoves(board); // 현재 놓을 수 있는 자리 리스트
+ List<(int row, int col, float score)> validMoves = GetValidMoves(board); // 현재 놓을 수 있는 자리 리스트
- foreach (var (row, col) in validMoves)
+ foreach (var (row, col, _) in validMoves)
{
board[row, col] = isMaximizing ? Enums.PlayerType.PlayerB : Enums.PlayerType.PlayerA;
ClearCache(); // 돌
- float score = DoMinimax(board, depth - 1, !isMaximizing, alpha, beta, row, col);
+ float minimaxScore = DoMinimax(board, depth - 1, !isMaximizing, alpha, beta, row, col);
board[row, col] = Enums.PlayerType.None;
ClearCache();
if (isMaximizing)
{
- bestScore = Math.Max(bestScore, score);
+ bestScore = Math.Max(bestScore, minimaxScore);
alpha = Math.Max(alpha, bestScore);
}
else
{
- bestScore = Math.Min(bestScore, score);
+ bestScore = Math.Min(bestScore, minimaxScore);
beta = Math.Min(beta, bestScore);
}
@@ -134,9 +134,9 @@ public static class MiniMaxAIController
}
// 이동 가능 + 주변에 돌 있는 위치 탐색
- private static List<(int row, int col)> GetValidMoves(Enums.PlayerType[,] board)
+ private static List<(int row, int col, float score)> GetValidMoves(Enums.PlayerType[,] board)
{
- List<(int, int)> validMoves = new List<(int, int)>();
+ List<(int, int, float)> validMoves = new List<(int, int, float)>();
int size = board.GetLength(0);
for (int row = 0; row < size; row++)
@@ -145,10 +145,13 @@ public static class MiniMaxAIController
{
if (board[row, col] == Enums.PlayerType.None && HasNearbyStones(board, row, col))
{
- validMoves.Add((row, col));
+ float score = EvaluateBoard(board);
+ validMoves.Add((row, col, score));
}
}
}
+
+ validMoves.Sort((a, b) => b.Item3.CompareTo(a.Item3));
return validMoves;
}
@@ -224,6 +227,7 @@ public static class MiniMaxAIController
// 캐시 초기화, 새로운 돌이 놓일 시 실행
private static void ClearCache()
{
+ // 전체 초기화가 아닌 부분 초기화하기? (현재 변경된 위치 N에서 반경 5칸만 초기화)
_stoneInfoCache.Clear();
}
From f95a3881d4dc542f8017bccbbb9567b3d4cb2e24 Mon Sep 17 00:00:00 2001
From: Sehyeon <ksh1837@naver.com>
Date: Mon, 17 Mar 2025 17:15:16 +0900
Subject: [PATCH 7/7] =?UTF-8?q?DO-4=20[Refactor]=20=EC=8B=9C=EA=B0=84=20?=
=?UTF-8?q?=EB=8B=A8=EC=B6=95=20-=20=EC=BA=90=EC=8B=9C=20=EB=B6=80?=
=?UTF-8?q?=EB=B6=84=20=EC=B4=88=EA=B8=B0=ED=99=94?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
Assets/Script/AI/MiniMaxAIController.cs | 40 ++++++++++++++++++++++---
1 file changed, 36 insertions(+), 4 deletions(-)
diff --git a/Assets/Script/AI/MiniMaxAIController.cs b/Assets/Script/AI/MiniMaxAIController.cs
index c47073e..b1f26e8 100644
--- a/Assets/Script/AI/MiniMaxAIController.cs
+++ b/Assets/Script/AI/MiniMaxAIController.cs
@@ -110,12 +110,14 @@ public static class MiniMaxAIController
foreach (var (row, col, _) in validMoves)
{
board[row, col] = isMaximizing ? Enums.PlayerType.PlayerB : Enums.PlayerType.PlayerA;
- ClearCache(); // 돌
+ ClearCachePartial(row, col); // 부분 초기화
+ // ClearCache();
float minimaxScore = DoMinimax(board, depth - 1, !isMaximizing, alpha, beta, row, col);
board[row, col] = Enums.PlayerType.None;
- ClearCache();
+ ClearCachePartial(row, col);
+ // ClearCache();
if (isMaximizing)
{
@@ -155,7 +157,7 @@ public static class MiniMaxAIController
return validMoves;
}
- private static bool HasNearbyStones(Enums.PlayerType[,] board, int row, int col)
+ private static bool HasNearbyStones(Enums.PlayerType[,] board, int row, int col, int distance = 3)
{
// 9칸 기준으로 현재 위치를 중앙으로 상정한 후 나머지 8방향
int[] dr = { -1, -1, -1, 0, 0, 1, 1, 1 };
@@ -227,10 +229,40 @@ public static class MiniMaxAIController
// 캐시 초기화, 새로운 돌이 놓일 시 실행
private static void ClearCache()
{
- // 전체 초기화가 아닌 부분 초기화하기? (현재 변경된 위치 N에서 반경 5칸만 초기화)
_stoneInfoCache.Clear();
}
+ // 캐시 부분 초기화 (현재 변경된 위치 N에서 반경 5칸만 초기화)
+ private static void ClearCachePartial(int centerRow, int centerCol, int radius = 5)
+ {
+ // 캐시가 비어있으면 아무 작업도 하지 않음
+ if (_stoneInfoCache.Count == 0) return;
+
+ // 제거할 키 목록
+ List<(int, int, int, int)> keysToRemove = new List<(int, int, int, int)>();
+
+ // 모든 캐시 항목을 검사
+ foreach (var key in _stoneInfoCache.Keys)
+ {
+ var (row, col, _, _) = key;
+
+ // 거리 계산
+ int distance = Math.Max(Math.Abs(row - centerRow), Math.Abs(col - centerCol));
+
+ // 지정된 반경 내에 있는 캐시 항목을 삭제 목록에 추가
+ if (distance <= radius)
+ {
+ keysToRemove.Add(key);
+ }
+ }
+
+ // 반경 내의 키 제거
+ foreach (var key in keysToRemove)
+ {
+ _stoneInfoCache.Remove(key);
+ }
+ }
+
// 최근에 둔 돌 위치 기반으로 게임 승리를 판별하는 함수
public static bool CheckGameWin(Enums.PlayerType player, Enums.PlayerType[,] board, int row, int col)
{