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diff --git a/Project/Assets/ML-Agents/Examples/Match3/Scenes/Match3.unity b/Project/Assets/ML-Agents/Examples/Match3/Scenes/Match3.unity
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--- a/Project/Assets/ML-Agents/Examples/Match3/Scenes/Match3.unity
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@@ -739,6 +1295,11 @@ PrefabInstance:
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       objectReference: {fileID: 0}
+    - target: {fileID: 3508723250470608011, guid: 2fafdcd0587684641b03b11f04454f1b,
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+      value: 1.25
+      objectReference: {fileID: 0}
     - target: {fileID: 3508723250470608012, guid: 2fafdcd0587684641b03b11f04454f1b,
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       propertyPath: UseSmartHeuristic
@@ -749,15 +1310,20 @@ PrefabInstance:
       propertyPath: m_Name
       value: Match3SimpleHeuristic
       objectReference: {fileID: 0}
+    - target: {fileID: 3508723250774301855, guid: 2fafdcd0587684641b03b11f04454f1b,
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+      value: 1
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       propertyPath: m_RootOrder
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       objectReference: {fileID: 0}
     m_RemovedComponents: []
   m_SourcePrefab: {fileID: 100100000, guid: 2fafdcd0587684641b03b11f04454f1b, type: 3}
+--- !u!4 &1670850089 stripped
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+  m_CorrespondingSourceObject: {fileID: 400000, guid: 02d33201e78d54a67ac7b0734cd6d8aa,
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+  m_PrefabAsset: {fileID: 0}
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@@ -813,10 +1385,10 @@ PrefabInstance:
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     m_TransformParent: {fileID: 0}
     m_Modifications:
-    - target: {fileID: 3508723250470608010, guid: 2fafdcd0587684641b03b11f04454f1b,
+    - target: {fileID: 3508723250470608011, guid: 2fafdcd0587684641b03b11f04454f1b,
         type: 3}
-      propertyPath: m_BehaviorName
-      value: Match3GreedyHeuristic
+      propertyPath: cubeSpacing
+      value: 1.25
       objectReference: {fileID: 0}
     - target: {fileID: 3508723250470608012, guid: 2fafdcd0587684641b03b11f04454f1b,
         type: 3}
@@ -828,15 +1400,20 @@ PrefabInstance:
       propertyPath: m_Name
       value: Match3GreedyHeuristic (1)
       objectReference: {fileID: 0}
+    - target: {fileID: 3508723250774301855, guid: 2fafdcd0587684641b03b11f04454f1b,
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     m_RemovedComponents: []
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     - target: {fileID: 3019509691567202569, guid: aaa471bd5e2014848a66917476671aed,
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       propertyPath: m_RootOrder
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       propertyPath: m_RootOrder
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diff --git a/Project/Assets/ML-Agents/Examples/Match3/Scripts/Match3Drawer.cs b/Project/Assets/ML-Agents/Examples/Match3/Scripts/Match3Drawer.cs
index a341468ad4..2bf82b9c97 100644
--- a/Project/Assets/ML-Agents/Examples/Match3/Scripts/Match3Drawer.cs
+++ b/Project/Assets/ML-Agents/Examples/Match3/Scripts/Match3Drawer.cs
@@ -1,3 +1,4 @@
+using System.Collections.Generic;
 using UnityEngine;
 using Unity.MLAgents.Extensions.Match3;
 
@@ -9,37 +10,101 @@ public class Match3Drawer : MonoBehaviour
 
         static Color[] s_Colors = new[]
         {
-          Color.red,
-          Color.green,
-          Color.blue,
-          Color.cyan,
-          Color.magenta,
-          Color.yellow,
-          Color.gray,
-          Color.black,
+            Color.red,
+            Color.green,
+            Color.blue,
+            Color.cyan,
+            Color.magenta,
+            Color.yellow,
+            Color.gray,
+            Color.black,
         };
 
         private static Color s_EmptyColor = new Color(0.5f, 0.5f, 0.5f, .25f);
 
+        public Dictionary<(int, int), Match3TileSelector> tilesDict = new Dictionary<(int, int), Match3TileSelector>();
+        public float CubeSpacing = 1.25f;
+        public GameObject TilePrefab;
+
+        private bool m_Initialized;
+        private Match3Board m_Board;
+
+        void Awake()
+        {
+            if (!m_Initialized)
+            {
+                InitializeDict();
+            }
+        }
+
+        void InitializeDict()
+        {
+            m_Board = GetComponent<Match3Board>();
+            foreach (var item in tilesDict)
+            {
+                if (item.Value)
+                {
+                    DestroyImmediate(item.Value.gameObject);
+                }
+            }
+
+            tilesDict.Clear();
+
+            for (var i = 0; i < m_Board.Rows; i++)
+            {
+                for (var j = 0; j < m_Board.Columns; j++)
+                {
+                    var go = Instantiate(TilePrefab, transform.position, Quaternion.identity, transform);
+                    go.name = $"r{i}_c{j}";
+                    tilesDict.Add((i, j), go.GetComponent<Match3TileSelector>());
+                }
+            }
+
+            m_Initialized = true;
+        }
+
+        void Update()
+        {
+            if (!m_Board)
+            {
+                m_Board = GetComponent<Match3Board>();
+            }
+
+            if (!m_Initialized)
+            {
+                InitializeDict();
+            }
+
+            for (var i = 0; i < m_Board.Rows; i++)
+            {
+                for (var j = 0; j < m_Board.Columns; j++)
+                {
+                    var value = m_Board.Cells != null ? m_Board.GetCellType(i, j) : Match3Board.k_EmptyCell;
+                    var pos = new Vector3(j, i, 0);
+                    pos *= CubeSpacing;
+
+                    var specialType = m_Board.Cells != null ? m_Board.GetSpecialType(i, j) : 0;
+                    tilesDict[(i, j)].transform.position = transform.TransformPoint(pos);
+                    tilesDict[(i, j)].SetActiveTile(specialType, value);
+                }
+            }
+        }
 
         void OnDrawGizmos()
         {
-            // TODO replace Gizmos for drawing the game state with proper GameObjects and animations.
             var cubeSize = .5f;
-            var cubeSpacing = .75f;
-            var matchedWireframeSize = .5f * (cubeSize + cubeSpacing);
+            var matchedWireframeSize = .5f * (cubeSize + CubeSpacing);
 
-            var board = GetComponent<Match3Board>();
-            if (board == null)
+            if (!m_Board)
             {
-                return;
+                m_Board = GetComponent<Match3Board>();
             }
 
-            for (var i = 0; i < board.Rows; i++)
+            for (var i = 0; i < m_Board.Rows; i++)
             {
-                for (var j = 0; j < board.Columns; j++)
+                for (var j = 0; j < m_Board.Columns; j++)
                 {
-                    var value = board.Cells != null ? board.GetCellType(i, j) : Match3Board.k_EmptyCell;
+                    var value = m_Board.Cells != null ? m_Board.GetCellType(i, j) : Match3Board.k_EmptyCell;
                     if (value >= 0 && value < s_Colors.Length)
                     {
                         Gizmos.color = s_Colors[value];
@@ -50,9 +115,9 @@ void OnDrawGizmos()
                     }
 
                     var pos = new Vector3(j, i, 0);
-                    pos *= cubeSpacing;
+                    pos *= CubeSpacing;
 
-                    var specialType = board.Cells != null ? board.GetSpecialType(i, j) : 0;
+                    var specialType = m_Board.Cells != null ? m_Board.GetSpecialType(i, j) : 0;
                     if (specialType == 2)
                     {
                         Gizmos.DrawCube(transform.TransformPoint(pos), cubeSize * new Vector3(1f, .5f, .5f));
@@ -69,7 +134,7 @@ void OnDrawGizmos()
                     }
 
                     Gizmos.color = Color.yellow;
-                    if (board.Matched != null && board.Matched[j, i])
+                    if (m_Board.Matched != null && m_Board.Matched[j, i])
                     {
                         Gizmos.DrawWireCube(transform.TransformPoint(pos), matchedWireframeSize * Vector3.one);
                     }
@@ -77,21 +142,21 @@ void OnDrawGizmos()
             }
 
             // Draw valid moves
-            foreach (var move in board.AllMoves())
+            foreach (var move in m_Board.AllMoves())
             {
                 if (DebugMoveIndex >= 0 && move.MoveIndex != DebugMoveIndex)
                 {
                     continue;
                 }
 
-                if (!board.IsMoveValid(move))
+                if (!m_Board.IsMoveValid(move))
                 {
                     continue;
                 }
 
                 var (otherRow, otherCol) = move.OtherCell();
-                var pos = new Vector3(move.Column, move.Row, 0) * cubeSpacing;
-                var otherPos = new Vector3(otherCol, otherRow, 0) * cubeSpacing;
+                var pos = new Vector3(move.Column, move.Row, 0) * CubeSpacing;
+                var otherPos = new Vector3(otherCol, otherRow, 0) * CubeSpacing;
 
                 var oneQuarter = Vector3.Lerp(pos, otherPos, .25f);
                 var threeQuarters = Vector3.Lerp(pos, otherPos, .75f);
diff --git a/Project/Assets/ML-Agents/Examples/Match3/Scripts/Match3TileSelector.cs b/Project/Assets/ML-Agents/Examples/Match3/Scripts/Match3TileSelector.cs
new file mode 100644
index 0000000000..96baf687cc
--- /dev/null
+++ b/Project/Assets/ML-Agents/Examples/Match3/Scripts/Match3TileSelector.cs
@@ -0,0 +1,57 @@
+using System.Collections;
+using System.Collections.Generic;
+using UnityEngine;
+
+public class Match3TileSelector : MonoBehaviour
+{
+    public GameObject emptyTile;
+    public GameObject[] tileTypes = new GameObject[0];
+    public Material[] materialTypes = new Material[0];
+
+    private Dictionary<int, MeshRenderer> tileDict = new Dictionary<int, MeshRenderer>();
+
+    // Start is called before the first frame update
+    void Awake()
+    {
+        for (int i = 0; i < tileTypes.Length; i++)
+        {
+            tileDict.Add(i, tileTypes[i].GetComponent<MeshRenderer>());
+        }
+
+        SetActiveTile(0, 0);
+    }
+
+    public void AllTilesOff()
+    {
+        foreach (var item in tileTypes)
+        {
+            item.SetActive(false);
+        }
+    }
+
+    public void SetActiveTile(int typeIndex, int matIndex)
+    {
+        if (matIndex == -1)
+        {
+            AllTilesOff();
+            emptyTile.SetActive(true);
+            return;
+        }
+        else
+        {
+            emptyTile.SetActive(false);
+            for (int i = 0; i < tileTypes.Length; i++)
+            {
+                if (i == typeIndex)
+                {
+                    tileTypes[i].SetActive(true);
+                    tileDict[i].sharedMaterial = materialTypes[matIndex];
+                }
+                else
+                {
+                    tileTypes[i].SetActive(false);
+                }
+            }
+        }
+    }
+}
diff --git a/Project/Assets/ML-Agents/Examples/Match3/Scripts/Match3TileSelector.cs.meta b/Project/Assets/ML-Agents/Examples/Match3/Scripts/Match3TileSelector.cs.meta
new file mode 100644
index 0000000000..738198a3ff
--- /dev/null
+++ b/Project/Assets/ML-Agents/Examples/Match3/Scripts/Match3TileSelector.cs.meta
@@ -0,0 +1,11 @@
+fileFormatVersion: 2
+guid: 52e0f5ebc9d8f4b3a895401959671896
+MonoImporter:
+  externalObjects: {}
+  serializedVersion: 2
+  defaultReferences: []
+  executionOrder: 0
+  icon: {instanceID: 0}
+  userData: 
+  assetBundleName: 
+  assetBundleVariant: 
diff --git a/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/LightGrey.mat b/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/LightGrey.mat
new file mode 100644
index 0000000000..f27b491a8c
--- /dev/null
+++ b/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/LightGrey.mat
@@ -0,0 +1,81 @@
+%YAML 1.1
+%TAG !u! tag:unity3d.com,2011:
+--- !u!21 &2100000
+Material:
+  serializedVersion: 6
+  m_ObjectHideFlags: 0
+  m_CorrespondingSourceObject: {fileID: 0}
+  m_PrefabInstance: {fileID: 0}
+  m_PrefabAsset: {fileID: 0}
+  m_Name: LightGrey
+  m_Shader: {fileID: 47, guid: 0000000000000000f000000000000000, type: 0}
+  m_ShaderKeywords: _GLOSSYREFLECTIONS_OFF _SPECULARHIGHLIGHTS_OFF
+  m_LightmapFlags: 4
+  m_EnableInstancingVariants: 0
+  m_DoubleSidedGI: 0
+  m_CustomRenderQueue: -1
+  stringTagMap: {}
+  disabledShaderPasses: []
+  m_SavedProperties:
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+        m_Scale: {x: 1, y: 1}
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+        m_Scale: {x: 1, y: 1}
+        m_Offset: {x: 0, y: 0}
+    - _DetailMask:
+        m_Texture: {fileID: 0}
+        m_Scale: {x: 1, y: 1}
+        m_Offset: {x: 0, y: 0}
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+        m_Scale: {x: 1, y: 1}
+        m_Offset: {x: 0, y: 0}
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+        m_Texture: {fileID: 0}
+        m_Scale: {x: 1, y: 1}
+        m_Offset: {x: 0, y: 0}
+    - _MainTex:
+        m_Texture: {fileID: 0}
+        m_Scale: {x: 1, y: 1}
+        m_Offset: {x: 0, y: 0}
+    - _MetallicGlossMap:
+        m_Texture: {fileID: 0}
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+        m_Texture: {fileID: 0}
+        m_Scale: {x: 1, y: 1}
+        m_Offset: {x: 0, y: 0}
+    - _SpecGlossMap:
+        m_Texture: {fileID: 0}
+        m_Scale: {x: 1, y: 1}
+        m_Offset: {x: 0, y: 0}
+    m_Floats:
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+    - _Cutoff: 0.5
+    - _DetailNormalMapScale: 1
+    - _DstBlend: 0
+    - _GlossMapScale: 1
+    - _Glossiness: 0.5
+    - _GlossyReflections: 0
+    - _Metallic: 0
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+    - _OcclusionStrength: 1
+    - _Parallax: 0.02
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+    - _SpecularHighlights: 0
+    - _SrcBlend: 1
+    - _UVSec: 0
+    - _ZWrite: 1
+    m_Colors:
+    - _Color: {r: 0.6, g: 0.6, b: 0.6, a: 1}
+    - _EmissionColor: {r: 0, g: 0, b: 0, a: 1}
diff --git a/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/LightGrey.mat.meta b/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/LightGrey.mat.meta
new file mode 100644
index 0000000000..313168784b
--- /dev/null
+++ b/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/LightGrey.mat.meta
@@ -0,0 +1,8 @@
+fileFormatVersion: 2
+guid: 6fdf8e49597ff42648c9e99d7ecfc005
+NativeFormatImporter:
+  externalObjects: {}
+  mainObjectFileID: 2100000
+  userData: 
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diff --git a/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/Purple.mat b/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/Purple.mat
index 04b5ee1383..2cf609e135 100644
--- a/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/Purple.mat
+++ b/Project/Assets/ML-Agents/Examples/SharedAssets/Materials/Purple.mat
@@ -4,8 +4,9 @@
 Material:
   serializedVersion: 6
   m_ObjectHideFlags: 0
-  m_PrefabParentObject: {fileID: 0}
-  m_PrefabInternal: {fileID: 0}
+  m_CorrespondingSourceObject: {fileID: 0}
+  m_PrefabInstance: {fileID: 0}
+  m_PrefabAsset: {fileID: 0}
   m_Name: Purple
   m_Shader: {fileID: 46, guid: 0000000000000000f000000000000000, type: 0}
   m_ShaderKeywords: _GLOSSYREFLECTIONS_OFF _SPECULARHIGHLIGHTS_OFF
diff --git a/com.unity.ml-agents.extensions/Documentation~/Match3.md b/com.unity.ml-agents.extensions/Documentation~/Match3.md
index d8eca58e97..74b1ee9e5b 100644
--- a/com.unity.ml-agents.extensions/Documentation~/Match3.md
+++ b/com.unity.ml-agents.extensions/Documentation~/Match3.md
@@ -1,6 +1,7 @@
 # Match-3 Game Support
 
 We provide some utilities to integrate ML-Agents with Match-3 games.
+<img src="images/match3.png" align="middle" width="3000"/>
 
 ## AbstractBoard class
 The `AbstractBoard` is the bridge between ML-Agents and your game. It allows ML-Agents to
diff --git a/com.unity.ml-agents.extensions/Documentation~/images/match3.png b/com.unity.ml-agents.extensions/Documentation~/images/match3.png
new file mode 100644
index 0000000000..0091d798b7
Binary files /dev/null and b/com.unity.ml-agents.extensions/Documentation~/images/match3.png differ