Meilleures heuristiques

.idea/workspace.xml

@@ -4,36 +4,22 @@
     <option name="autoReloadType" value="SELECTIVE" />
   </component>
   <component name="ChangeListManager">
-    <list default="true" id="41395b4b-3252-492c-a869-5f4dab107186" name="Changes" comment="Plus d'heuristiques">
+    <list default="true" id="41395b4b-3252-492c-a869-5f4dab107186" name="Changes" comment="Beaucoup de changements">
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/Action.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/game/Game.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/game/GameUtils.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/PawnMovement.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/PawnUtils.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/AttackStrategy.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/DefenseStrategy.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/EvaluationResult.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/ImmediateDefenseStrategy.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/MasterStrategy.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/MiniMaxStrategy.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/StartingStrategy.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/Strategy.java" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/WinningStrategy.java" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/BoardEvaluator.java" beforeDir="false" />
       <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/Client.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/Client.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/GameTree.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/GameTree.java" afterDir="false" />
       <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/IPawn.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/IPawn.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/MiniMax.java" beforeDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/Pawn.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/Pawn.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/MiniMaxResult.java" beforeDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/PawnUtils.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/PawnUtils.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/MovingBoard.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/game/SimulatedGame.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/Pushed.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/Pushed.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/MovingPawn.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/SimulatedPawn.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/Pusher.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/Pusher.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/MovingPushed.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/SimulatedPushed.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/AttackStrategy.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/AttackStrategy.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/MovingPusher.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/SimulatedPusher.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/DefenseStrategy.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/DefenseStrategy.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/Pawn.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/Pawn.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/ImmediateDefenseStrategy.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/ImmediateDefenseStrategy.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/Pushed.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/Pushed.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/MasterStrategy.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/MasterStrategy.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/Pusher.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/pawns/Pusher.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/MiniMaxStrategy.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/MiniMaxStrategy.java" afterDir="false" />
-      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/PusherBoard.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/game/PusherGame.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/StartingStrategy.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/RandomStrategy.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/Strategy.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/Strategy.java" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/WinningStrategy.java" beforeDir="false" afterPath="$PROJECT_DIR$/src/main/java/laboratoire4/strategies/WinningStrategy.java" afterDir="false" />
     </list>
     <list id="98b8a79f-2f53-42bf-96da-7af322697a0d" name="Changes by acastonguay" comment="" />
     <option name="SHOW_DIALOG" value="false" />
@@ -55,6 +41,7 @@
         <entry key="$PROJECT_DIR$" value="master" />
       </map>
     </option>
+    <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
   </component>
   <component name="MacroExpansionManager">
     <option name="directoryName" value="x0367gi2" />
@@ -86,6 +73,7 @@
     &quot;node.js.selected.package.eslint&quot;: &quot;(autodetect)&quot;,
     &quot;node.js.selected.package.tslint&quot;: &quot;(autodetect)&quot;,
     &quot;nodejs_package_manager_path&quot;: &quot;npm&quot;,
+    &quot;settings.editor.selected.configurable&quot;: &quot;reference.settings.ide.settings.new.ui&quot;,
     &quot;vue.rearranger.settings.migration&quot;: &quot;true&quot;
   }
 }</component>
@@ -159,7 +147,11 @@
       <workItem from="1680580123067" duration="326000" />
       <workItem from="1680750346503" duration="2118000" />
       <workItem from="1680821970713" duration="10363000" />
-      <workItem from="1680914341116" duration="16558000" />
+      <workItem from="1680914341116" duration="19656000" />
+      <workItem from="1681078101864" duration="10646000" />
+      <workItem from="1681099446755" duration="28000" />
+      <workItem from="1681099484843" duration="9035000" />
+      <workItem from="1681145055287" duration="4569000" />
     </task>
     <task id="LOCAL-00001" summary="MiniMax">
       <created>1679263366439</created>
@@ -203,7 +195,14 @@
       <option name="project" value="LOCAL" />
       <updated>1680580135038</updated>
     </task>
-    <option name="localTasksCounter" value="7" />
+    <task id="LOCAL-00007" summary="Beaucoup de changements">
+      <created>1681061194018</created>
+      <option name="number" value="00007" />
+      <option name="presentableId" value="LOCAL-00007" />
+      <option name="project" value="LOCAL" />
+      <updated>1681061194019</updated>
+    </task>
+    <option name="localTasksCounter" value="8" />
     <servers />
   </component>
   <component name="TypeScriptGeneratedFilesManager">
@@ -215,14 +214,18 @@
     <MESSAGE value="Small fixes" />
     <MESSAGE value="Fixes?" />
     <MESSAGE value="Plus d'heuristiques" />
-    <option name="LAST_COMMIT_MESSAGE" value="Plus d'heuristiques" />
+    <MESSAGE value="Beaucoup de changements" />
+    <option name="LAST_COMMIT_MESSAGE" value="Beaucoup de changements" />
   </component>
   <component name="XDebuggerManager">
     <breakpoint-manager>
-      <default-breakpoints>
+      <breakpoints>
-        <breakpoint enabled="true" type="CidrExceptionBreakpoint" />
+        <line-breakpoint enabled="true" type="java-line">
-        <breakpoint enabled="true" type="java-exception" />
+          <url>file://$PROJECT_DIR$/src/main/java/laboratoire4/strategies/MasterStrategy.java</url>
-      </default-breakpoints>
+          <line>20</line>
+          <option name="timeStamp" value="2" />
+        </line-breakpoint>
+      </breakpoints>
     </breakpoint-manager>
   </component>
 </project>

src/main/java/laboratoire4/Client.java

@@ -78,7 +78,7 @@ public class Client {
             board.move(previousMove);
         }
 
-//        Thread.sleep(500);
+        Thread.sleep(200);
 
         String nextMove = board.runNextMove();
         System.out.printf("Prochain mouvement: %s\n\n", nextMove);

src/main/java/laboratoire4/IPawn.java

@@ -4,6 +4,8 @@ import laboratoire4.pawns.PawnMovement;
 
 public interface IPawn {
     boolean isMoveValid(IPawn[][] board, PawnMovement movement);
+    boolean isMoveValid(IPawn[][] board, PawnMovement movement, boolean ignorePlayers);
+    boolean isMoveValid(IPawn[][] board, PawnMovement movement, int fromRow, int fromCol, boolean ignorePlayer);
     boolean isMoveValid(IPawn[][] board, PawnMovement movement, int fromRow, int fromCol);
     void move(PawnMovement movement);
     boolean isPusher();

src/main/java/laboratoire4/pawns/Pawn.java

@@ -49,11 +49,19 @@ public abstract class Pawn implements IPawn {
     }
 
     public boolean isMoveValid(IPawn[][] board, PawnMovement movement) {
-        return isMoveValid(board, movement, row, col);
+        return isMoveValid(board, movement, false);
+    }
+
+    public boolean isMoveValid(IPawn[][] board, PawnMovement movement, boolean ignorePlayers) {
+        return isMoveValid(board, movement, row, col, ignorePlayers);
+    }
+
+    public boolean isMoveValid(IPawn[][] board, PawnMovement movement, int fromRow, int fromCol) {
+        return isMoveValid(board, movement, fromRow, fromCol, false);
     }
 
     @Override
-    public boolean isMoveValid(IPawn[][] board, PawnMovement movement, int fromRow, int fromCol) {
+    public boolean isMoveValid(IPawn[][] board, PawnMovement movement, int fromRow, int fromCol, boolean ignorePlayers) {
         int nextRow = fromRow + getDirection();
         if (nextRow < 0 || nextRow >= board.length) {
             return false;
@@ -64,8 +72,8 @@ public abstract class Pawn implements IPawn {
             return false;
         }
 
-        return isMoveReallyValid(board, movement, fromRow, fromCol);
+        return isMoveReallyValid(board, movement, fromRow, fromCol, ignorePlayers);
     }
 
-    protected abstract boolean isMoveReallyValid(IPawn[][] board, PawnMovement movement, int fromRow, int fromCol);
+    protected abstract boolean isMoveReallyValid(IPawn[][] board, PawnMovement movement, int fromRow, int fromCol, boolean ignorePlayers);
 }

src/main/java/laboratoire4/pawns/PawnUtils.java

@@ -1,10 +1,15 @@
 package laboratoire4.pawns;
 
+import laboratoire4.Action;
 import laboratoire4.IPawn;
+import laboratoire4.Player;
+import laboratoire4.game.Game;
+import laboratoire4.game.GameUtils;
 
 import java.awt.*;
-import java.util.ArrayDeque;
+import java.util.List;
 import java.util.Queue;
+import java.util.*;
 
 public class PawnUtils {
     public static int distanceFromGoal(IPawn pawn) {
@@ -27,7 +32,7 @@ public class PawnUtils {
             Point pos = positionsToVisit.poll();
 
             for (PawnMovement movement : PawnMovement.values()) {
-                if (!initialPawn.isMoveValid(board, movement, pos.x, pos.y)) {
+                if (!initialPawn.isMoveValid(board, movement, pos.x, pos.y, false)) {
                     continue;
                 }
 
@@ -50,4 +55,121 @@ public class PawnUtils {
 
         return false;
     }
+
+    public static boolean canBeCaptured(Game game, IPawn pawn) {
+        for (PawnMovement movement : PawnMovement.values()) {
+            int nextRow = pawn.getRow() + pawn.getDirection();
+            int nextCol = pawn.getCol() + movement.getMove();
+
+            if (nextRow < 0 || nextRow > 7 || nextCol < 0 || nextCol > 7) {
+                continue;
+            }
+
+            IPawn nearPawn = game.getBoard()[nextRow][nextCol];
+            if (nearPawn == null || PawnUtils.areSamePlayers(pawn, nearPawn)) {
+                continue;
+            }
+
+            if (nearPawn.isMoveValid(game.getBoard(), movement.getOpposite())) {
+                return true;
+            }
+        }
+
+        return false;
+    }
+
+    public static boolean canBeCaptured(Game game, int row, int col, Player player) {
+        for (PawnMovement movement : PawnMovement.values()) {
+            int nextRow = row + player.getDirection();
+            int nextCol = col + movement.getMove();
+
+            if (nextRow < 0 || nextRow > 7 || nextCol < 0 || nextCol > 7) {
+                continue;
+            }
+
+            IPawn nearPawn = game.getBoard()[nextRow][nextCol];
+            if (nearPawn == null || player == nearPawn.getPlayer()) {
+                continue;
+            }
+
+            if (nearPawn.isMoveValid(game.getBoard(), movement.getOpposite(), true)) {
+                return true;
+            }
+        }
+
+        return false;
+    }
+
+    public static boolean canCapture(Game game, IPawn max, IPawn min) {
+        int rowDistance = Math.abs(min.getRow() - max.getRow());
+        int colDistance = Math.abs(min.getCol() - max.getCol());
+
+        if (colDistance > rowDistance) {
+            // Le pion ne pourra jamais être atteint
+            return false;
+        }
+
+        return PawnUtils.canCapture(game, max, min, max.getRow(), max.getCol(), 0, rowDistance);
+    }
+
+    public static boolean canCapture(Game game, IPawn max, IPawn min, int row, int col, int depth, int maxDepth) {
+        if (min.getRow() == row && min.getCol() == col) {
+            return true;
+        }
+
+        if (depth >= maxDepth) {
+            return false;
+        }
+
+        for (PawnMovement movement : PawnMovement.values()) {
+            if (max.isMoveValid(game.getBoard(), movement, row, col, false)) {
+                int nextRow = row + max.getDirection();
+                int nextCol = col + movement.getMove();
+
+                if (canCapture(game, max, min, nextRow, nextCol, depth + 1, maxDepth)) {
+                    return true;
+                }
+            }
+        }
+
+        return false;
+    }
+
+    public static <T extends IPawn> Collection<Action<T>> getActions(Game game, boolean max) {
+        return getActions(game, max, true);
+    }
+
+    public static <T extends IPawn> Collection<Action<T>> getActions(Game game, boolean max, boolean excludeDefense) {
+        List<Action<T>> actions = new ArrayList<>();
+        PawnMovement[] movements = PawnMovement.values();
+
+        //noinspection unchecked
+        Collection<T> pawns = (Collection<T>) (max ?
+                GameUtils.getMaxPawns(game.getBoard(), game.getPlayer()) :
+                GameUtils.getMinPawns(game.getBoard(), game.getPlayer()));
+
+        for (T pawn : pawns) {
+            if (excludeDefense && pawn.getRow() == pawn.getPlayer().getHome()) {
+                int col = pawn.getCol();
+
+                // Si possible, on ne bouge pas ces pushers, comme ça on a une défense d'urgence totale
+                if (col == 1 || col == 2 || col == 5 || col == 6) {
+                    continue;
+                }
+            }
+
+            for (PawnMovement movement : movements) {
+                if (pawn.isMoveValid(game.getBoard(), movement)) {
+                    actions.add(new Action<>(pawn, movement));
+                }
+            }
+        }
+
+        if (excludeDefense && actions.isEmpty()) {
+            return getActions(game, max, false);
+        }
+
+        Collections.shuffle(actions);
+        return actions;
+    }
 }

src/main/java/laboratoire4/pawns/Pushed.java

@@ -14,7 +14,7 @@ public class Pushed extends Pawn {
     }
 
     @Override
-    public boolean isMoveReallyValid(IPawn[][] board, PawnMovement movement, int fromRow, int fromCol) {
+    public boolean isMoveReallyValid(IPawn[][] board, PawnMovement movement, int fromRow, int fromCol, boolean ignorePlayers) {
         int direction = getDirection();
         IPawn pusher = null;
         IPawn to = board[fromRow + direction][fromCol + movement.getMove()];
@@ -28,7 +28,7 @@ public class Pushed extends Pawn {
         }
 
         boolean pusherValid = pusher != null && pusher.isPusher() && pusher.getPlayer() == player;
-        boolean destinationValid = to == null || (movement != PawnMovement.STRAIGHT && to.getPlayer() != this.player);
+        boolean destinationValid = to == null || (movement != PawnMovement.STRAIGHT && (ignorePlayers || to.getPlayer() != this.player));
         return pusherValid && destinationValid;
     }
 

src/main/java/laboratoire4/pawns/Pusher.java

@@ -14,14 +14,14 @@ public class Pusher extends Pawn {
     }
 
     @Override
-    public boolean isMoveReallyValid(IPawn[][] board, PawnMovement movement, int fromRow, int fromCol) {
+    public boolean isMoveReallyValid(IPawn[][] board, PawnMovement movement, int fromRow, int fromCol, boolean ignorePlayers) {
         IPawn to = board[fromRow + getDirection()][fromCol + movement.getMove()];
 
         if (to == null) {
             return true;
         }
 
-        if (to.getPlayer() == player) {
+        if (!ignorePlayers && to.getPlayer() == player) {
             return false;
         }
 

src/main/java/laboratoire4/strategies/AttackStrategy.java

@@ -1,34 +1,64 @@
 package laboratoire4.strategies;
 
+import laboratoire4.Action;
 import laboratoire4.IPawn;
 import laboratoire4.game.Game;
 import laboratoire4.game.GameUtils;
+import laboratoire4.pawns.PawnMovement;
 import laboratoire4.pawns.PawnUtils;
 import laboratoire4.pawns.SimulatedPawn;
 
 import java.util.Collection;
+import java.util.stream.Collectors;
 
 public class AttackStrategy extends MiniMaxStrategy {
     private static final int ATTACK_DISTANCE_FROM_GOAL = 4;
 
     private long originalMinPawnCount;
+    private long originalMaxPusherCount;
 
     @Override
     public EvaluationResult getNextMove(Game game) {
         originalMinPawnCount = GameUtils.getMinPawnsAsStream(game.getBoard(), game.getPlayer()).count();
+        originalMaxPusherCount = GameUtils.getMaxPawnsAsStream(game.getBoard(), game.getPlayer())
+                .filter(IPawn::isPusher)
+                .count();
 
         return super.getNextMove(game);
     }
 
     @Override
     protected int evaluateSimulation() {
+        int score = 0;
+
+        if (getMinPawns().stream().anyMatch(p -> p.getRow() == p.getPlayer().getGoal())) {
+            return Integer.MIN_VALUE;
+        }
+
+        long pusherCount = getMaxPawns().stream().filter(IPawn::isPusher).count();
+        if (pusherCount == 0) {
+            return Integer.MIN_VALUE;
+        }
+        score -= Math.pow(originalMaxPusherCount - pusherCount, 2);
+
         for (SimulatedPawn pawn : getMaxPawns()) {
             if (pawn.getRow() == pawn.getPlayer().getGoal()) {
                 return Integer.MAX_VALUE;
             }
+
+            if (PawnUtils.hasEasyWinPath(game.getBoard(), pawn)) {
+                return Integer.MAX_VALUE / 2;
             }
 
-        int score = 0;
+//            int distanceFromGoal = PawnUtils.distanceFromGoal(pawn);
+//            if (distanceFromGoal <= ATTACK_DISTANCE_FROM_GOAL) {
+//                score += ATTACK_DISTANCE_FROM_GOAL - distanceFromGoal + 1;
+//            }
+
+            if (pawn.isPusher() && PawnUtils.canBeCaptured(game, pawn)) {
+                score -= 10;  // On ne veut pas nécessairement bouger où on peut être capturé facilement
+            }
+        }
 
         int minPawnCount = getMinPawns().size();
         long capturedPawnCount = originalMinPawnCount - minPawnCount;
@@ -51,7 +81,11 @@ public class AttackStrategy extends MiniMaxStrategy {
             }
 
             if (distanceFromGoal == 2) {
-                weight = PawnUtils.hasEasyWinPath(game.getBoard(), pawn) ? 8 : 5;
+                if (PawnUtils.hasEasyWinPath(game.getBoard(), pawn)) {
+                    weight = 8;
+                } else {
+                    weight = 5;
+                }
             }
 
             if (distanceFromGoal > 2 && distanceFromGoal <= ATTACK_DISTANCE_FROM_GOAL) {
@@ -65,4 +99,14 @@ public class AttackStrategy extends MiniMaxStrategy {
 
         return maxWeight;
     }
+
+    private boolean cantBeCaptured(Action<IPawn> action) {
+        IPawn pawn = action.getPawn();
+        PawnMovement movement = action.getMovement();
+
+        int row = pawn.getRow() + pawn.getDirection();
+        int col = pawn.getCol() + movement.getMove();
+
+        return !PawnUtils.canBeCaptured(game, row, col, pawn.getPlayer());
+    }
 }

src/main/java/laboratoire4/strategies/DefenseStrategy.java

@@ -1,5 +1,6 @@
 package laboratoire4.strategies;
 
+import laboratoire4.Action;
 import laboratoire4.IPawn;
 import laboratoire4.game.Game;
 import laboratoire4.game.GameUtils;
@@ -13,6 +14,7 @@ import java.util.Optional;
 
 public class DefenseStrategy extends MiniMaxStrategy {
     private static final int DEFENSE_DISTANCE_FROM_HOME = 3;
+    private static final int PAWN_DEFENSE_DISTANCE = 3;
 
     private final Map<IPawn, Integer> dangerousPawns = new HashMap<>();
 
@@ -31,23 +33,35 @@ public class DefenseStrategy extends MiniMaxStrategy {
         }
 
         return super.getNextMove(game);
+//        EvaluationResult result = super.getNextMove(game);
+//        if (Math.abs(result.getRow() - game.getPlayer().getHome()) > DEFENSE_DISTANCE_FROM_HOME) {
+//            return null;
+//        }
+//
+//        return result;
     }
 
     @Override
     public int getWeight(Game game) {
         Collection<IPawn> minPawns = GameUtils.getMinPawns(game.getBoard(), game.getPlayer());
-
+        Collection<IPawn> maxPawns = GameUtils.getMaxPawns(game.getBoard(), game.getPlayer());
         int maxWeight = 0;
+
         for (IPawn pawn : minPawns) {
             int weight = 0;
 
             int distanceFromGoal = PawnUtils.distanceFromGoal(pawn);
-            if (distanceFromGoal <= 1) {
+            if (distanceFromGoal <= 2) {
+                if (PawnUtils.hasEasyWinPath(game.getBoard(), pawn)) {
+                    if (maxPawns.stream().noneMatch(p -> PawnUtils.canCapture(game, p, pawn))) {
+                        // Le pion ne peut pas être arrêté, on doit attaquer !
+                        return 0;
+                    } else {
                         return WEIGHT_MAX;
                     }
-
+                } else {
-            if (distanceFromGoal == 2) {
+                    weight = 5;
-                weight = PawnUtils.hasEasyWinPath(game.getBoard(), pawn) ? 8 : 5;
+                }
             }
 
             if (distanceFromGoal > 2 && distanceFromGoal <= DEFENSE_DISTANCE_FROM_HOME) {
@@ -64,15 +78,17 @@ public class DefenseStrategy extends MiniMaxStrategy {
 
     @Override
     protected int evaluateSimulation() {
-        for (SimulatedPawn pawn : getMinPawns()) {
+        int score = 0;
+
+        Collection<SimulatedPawn> maxPawns = getMaxPawns();
+        Collection<SimulatedPawn> minPawns = getMinPawns();
+
+        for (SimulatedPawn pawn : minPawns) {
             if (pawn.getRow() == pawn.getPlayer().getGoal()) {
                 return Integer.MIN_VALUE;
             }
         }
 
-
-        int score = 0;
-
         for (IPawn dangerousPawn : dangerousPawns.keySet()) {
             Optional<SimulatedPawn> simulated = GameUtils.getMinPawnsAsStream(game.getBoard(), game.getPlayer())
                     .filter(p -> p.getOriginalRow() == dangerousPawn.getRow() && p.getOriginalCol() == dangerousPawn.getCol())
@@ -85,9 +101,65 @@ public class DefenseStrategy extends MiniMaxStrategy {
                 // On est toujours en danger
                 int distance = PawnUtils.distanceFromGoal(simulated.get());
                 score -= Math.pow(DEFENSE_DISTANCE_FROM_HOME - distance + 1, 3);
+
+                for (SimulatedPawn pawn : maxPawns) {
+                    score += PAWN_DEFENSE_DISTANCE - distanceFromCapture(pawn, simulated.get()) * 5;
+                }
+            }
+        }
+
+        for (SimulatedPawn pawn : maxPawns) {
+            if (PawnUtils.canBeCaptured(game, pawn)) {
+                score -= 5;
+            }
+
+            // On préfère les groupes de 2 pushers, puisqu'ils ont une meilleure surface de défense
+            if (!pawn.isPusher()) {
+                continue;
+            }
+
+            int col = pawn.getCol();
+            int row = pawn.getRow();
+
+            if (col > 0 && PawnUtils.areSamePlayers(pawn, game.getBoard()[col - 1][row])) {
+                score += 5;
+            }
+            if (col < 7 && PawnUtils.areSamePlayers(pawn, game.getBoard()[col + 1][row])) {
+                score += 5;
             }
         }
 
         return score;
     }
+
+    @Override
+    protected Collection<Action<IPawn>> getActions(boolean max) {
+        Collection<SimulatedPawn> pawns = max ? getMaxPawns() : getMinPawns();
+
+        long defensivePawnCount = pawns.stream()
+                .filter(IPawn::isPusher)
+                .filter(p -> p.getRow() != p.getPlayer().getHome())
+                .filter(p -> PawnUtils.distanceFromHome(p) <= DEFENSE_DISTANCE_FROM_HOME)
+                .count();
+
+        return PawnUtils.getActions(game, max, defensivePawnCount > 0);
+    }
+
+    private int distanceFromCapture(IPawn max, IPawn min) {
+        int rowDistance = Math.abs(min.getRow() - max.getRow());
+        int colDistance = Math.abs(min.getCol() - max.getCol());
+
+        if (colDistance > rowDistance) {
+            // Le pion ne pourra jamais être atteint
+            return PAWN_DEFENSE_DISTANCE;
+        }
+
+        if (!PawnUtils.canCapture(game, max, min, max.getRow(), max.getCol(), 0, rowDistance)) {
+            return PAWN_DEFENSE_DISTANCE;
+        }
+
+        return rowDistance;
+    }
+
+
 }

src/main/java/laboratoire4/strategies/ImmediateDefenseStrategy.java

@@ -11,6 +11,7 @@ public class ImmediateDefenseStrategy implements Strategy {
 
     @Override
     public EvaluationResult getNextMove(Game game) {
+        // On utilise pas la méthode utilitaire, car on veut bouger la ligne de défense si nécessaire
         for (IPawn pawn : GameUtils.getMaxPawns(game.getBoard(), game.getPlayer())) {
             if (PawnUtils.distanceFromHome(pawn) > IMM_DEFENSE_DISTANCE_FROM_HOME) {
                 continue;

src/main/java/laboratoire4/strategies/MasterStrategy.java

@@ -13,8 +13,6 @@ public class MasterStrategy implements Strategy {
         return instance;
     }
 
-    private boolean starting = true;
-
     private MasterStrategy() {
     }
 
@@ -35,8 +33,8 @@ public class MasterStrategy implements Strategy {
 
     private Strategy getBestStrategy(Game game) {
         Strategy[] strategies = new Strategy[]{
-                new WinningStrategy(),
                 new ImmediateDefenseStrategy(),
+                new WinningStrategy(),
                 new DefenseStrategy(),
                 new AttackStrategy()
         };
@@ -57,17 +55,10 @@ public class MasterStrategy implements Strategy {
         }
 
         if (maxWeight > 0) {
-            starting = false;
             return bestStrategy;
         }
 
-        //noinspection IfStatementWithIdenticalBranches
+        return new RandomStrategy();
-        if (starting) {
-            return new StartingStrategy();
-        }
-
-        // TODO WN: Default strategy
-        return new StartingStrategy();
     }
 
     @Override

src/main/java/laboratoire4/strategies/MiniMaxStrategy.java

@@ -1,19 +1,18 @@
 package laboratoire4.strategies;
 
 import laboratoire4.Action;
+import laboratoire4.IPawn;
 import laboratoire4.game.Game;
 import laboratoire4.game.GameUtils;
 import laboratoire4.game.SimulatedGame;
 import laboratoire4.pawns.PawnMovement;
+import laboratoire4.pawns.PawnUtils;
 import laboratoire4.pawns.SimulatedPawn;
 
-import java.util.ArrayList;
 import java.util.Collection;
-import java.util.Collections;
-import java.util.List;
 
 public abstract class MiniMaxStrategy implements Strategy {
-    private static final int MAX_DEPTH = 4;
+    private static final int MAX_DEPTH = 6;
 
     protected SimulatedGame game;
 
@@ -28,11 +27,11 @@ public abstract class MiniMaxStrategy implements Strategy {
         EvaluationResult maxResult = null;
         int maxScore = Integer.MIN_VALUE;
 
-        for (Action<SimulatedPawn> action : getActions(true)) {
+        for (Action<IPawn> action : getActions(true)) {
             int score = min(0, Integer.MIN_VALUE, Integer.MAX_VALUE);
 
             if (maxResult == null || score > maxScore) {
-                SimulatedPawn pawn = action.getPawn();
+                IPawn pawn = action.getPawn();
                 maxResult = new EvaluationResult(pawn.getRow(), pawn.getCol(), action.getMovement());
             }
         }
@@ -42,13 +41,13 @@ public abstract class MiniMaxStrategy implements Strategy {
 
     private int max(int depth, int alpha, int beta) {
         if (depth >= MAX_DEPTH) {
-            return evaluateSimulation();
+            return evaluate();
         }
 
         int maxScore = Integer.MIN_VALUE;
 
-        for (Action<SimulatedPawn> action : getActions(true)) {
+        for (Action<IPawn> action : getActions(true)) {
-            SimulatedPawn pawn = action.getPawn();
+            IPawn pawn = action.getPawn();
             PawnMovement movement = action.getMovement();
 
             game.move(pawn, movement);
@@ -69,13 +68,13 @@ public abstract class MiniMaxStrategy implements Strategy {
 
     private int min(int depth, int alpha, int beta) {
         if (depth >= MAX_DEPTH) {
-            return evaluateSimulation();
+            return evaluate();
         }
 
         int minScore = Integer.MAX_VALUE;
 
-        for (Action<SimulatedPawn> action : getActions(false)) {
+        for (Action<IPawn> action : getActions(false)) {
-            SimulatedPawn pawn = action.getPawn();
+            IPawn pawn = action.getPawn();
             PawnMovement movement = action.getMovement();
 
             game.move(pawn, movement);
@@ -94,23 +93,6 @@ public abstract class MiniMaxStrategy implements Strategy {
         return minScore;
     }
 
-    private Collection<Action<SimulatedPawn>> getActions(boolean max) {
-        List<Action<SimulatedPawn>> actions = new ArrayList<>();
-        Collection<SimulatedPawn> pawns = max ? getMaxPawns() : getMinPawns();
-        PawnMovement[] movements = PawnMovement.values();
-
-        for (SimulatedPawn pawn : pawns) {
-            for (PawnMovement movement : movements) {
-                if (pawn.isMoveValid(game.getBoard(), movement)) {
-                    actions.add(new Action<>(pawn, movement));
-                }
-            }
-        }
-
-        Collections.shuffle(actions);
-        return actions;
-    }
-
     protected Collection<SimulatedPawn> getMaxPawns() {
         return GameUtils.getMaxPawns(game.getBoard(), game.getPlayer());
     }
@@ -119,5 +101,17 @@ public abstract class MiniMaxStrategy implements Strategy {
         return GameUtils.getMinPawns(game.getBoard(), game.getPlayer());
     }
 
+    protected Collection<Action<IPawn>> getActions(boolean max) {
+        return PawnUtils.getActions(game, max);
+    }
+
+    private int evaluate() {
+        int score = evaluateSimulation();
+
+        // Logique générale
+
+        return score;
+    }
+
     protected abstract int evaluateSimulation();
 }

src/main/java/laboratoire4/strategies/RandomStrategy.java

@@ -14,18 +14,20 @@ import java.util.stream.Collectors;
  * Au début du jeu, il n'y a pas d'attaques, de défense ou de possibilités de gagner (pas besoin de minimax).
  * Alors, on avance quelques pions (pas tous) aléatoirement.
  */
-public class StartingStrategy implements Strategy {
+public class RandomStrategy implements Strategy {
-    private static final int PAWN_TO_MOVE = 3;
+    private static final int PAWN_TO_MOVE = 2;
     private final Random random = new Random();
 
     @Override
     public EvaluationResult getNextMove(Game game) {
-        Collection<IPawn> outsideHomePawns = GameUtils.getMaxPawnsAsStream(game.getBoard(), game.getPlayer())
+        Collection<IPawn> outsideHomePushers = GameUtils.getMaxPawnsAsStream(game.getBoard(), game.getPlayer())
-                .filter(p -> p.getRow() != p.getPlayer().getHome() && p.getRow() != p.getPlayer().getHome() + p.getDirection())
+                .filter(IPawn::isPusher)
+                .filter(p -> p.getRow() != p.getPlayer().getHome())
+                .filter(p -> p.getRow() != p.getPlayer().getHome() + p.getDirection())
                 .collect(Collectors.toList());
 
-        if (outsideHomePawns.size() > PAWN_TO_MOVE) {
+        if (outsideHomePushers.size() >= PAWN_TO_MOVE) {
-            List<Action<IPawn>> validActions = Strategy.getValidActions(game.getBoard(), outsideHomePawns);
+            List<Action<IPawn>> validActions = Strategy.getValidActions(game.getBoard(), outsideHomePushers);
             if (!validActions.isEmpty()) {
                 return getRandomMove(validActions);
             }

src/main/java/laboratoire4/strategies/Strategy.java

@@ -12,6 +12,7 @@ public interface Strategy {
     public static final int WEIGHT_MAX = 10;
 
     EvaluationResult getNextMove(Game game);
+
     int getWeight(Game game);
 
     static List<Action<IPawn>> getValidActions(Game game) {
@@ -25,9 +26,22 @@ public interface Strategy {
     }
 
     static List<Action<IPawn>> getValidActions(IPawn[][] board, Collection<IPawn> pawns) {
+        return getValidActions(board, pawns, true);
+    }
+
+    static List<Action<IPawn>> getValidActions(IPawn[][] board, Collection<IPawn> pawns, boolean excludeDefense) {
         List<Action<IPawn>> validActions = new ArrayList<>();
 
         for (IPawn pawn : pawns) {
+            if (excludeDefense && pawn.getRow() == pawn.getPlayer().getHome()) {
+                int col = pawn.getCol();
+
+                // Si possible, on ne bouge pas ces pushers, comme ça on a une défense d'urgence totale
+                if (col == 1 || col == 2 || col == 5 || col == 6) {
+                    continue;
+                }
+            }
+
             for (PawnMovement movement : PawnMovement.values()) {
                 if (pawn.isMoveValid(board, movement)) {
                     validActions.add(new Action<>(pawn, movement));
@@ -35,6 +49,10 @@ public interface Strategy {
             }
         }
 
+        if (excludeDefense && validActions.isEmpty()) {
+            return getValidActions(board, pawns, false);
+        }
+
         return validActions;
     }
 }

src/main/java/laboratoire4/strategies/WinningStrategy.java

@@ -5,15 +5,16 @@ import laboratoire4.IPawn;
 import laboratoire4.game.Game;
 import laboratoire4.game.GameUtils;
 import laboratoire4.pawns.PawnMovement;
+import laboratoire4.pawns.PawnUtils;
 
 import java.util.Collection;
 import java.util.stream.Collectors;
 
 public class WinningStrategy implements Strategy {
+    private Action<IPawn> winningAction;
+
     @Override
     public EvaluationResult getNextMove(Game game) {
-        Action<IPawn> winningAction = getWinningAction(game);
-
         if (winningAction == null) {
             return null;
         }
@@ -24,16 +25,20 @@ public class WinningStrategy implements Strategy {
 
     @Override
     public int getWeight(Game game) {
-        Action<IPawn> winningAction = getWinningAction(game);
+        winningAction = findImmediateWinningAction(game);
-
         if (winningAction == null) {
+            // On cherche un chemin où on peut gagner quoi qu'il arrive
+            winningAction = findWinningPath(game);
+        }
+
+        if (winningAction != null) {
+            return WEIGHT_MAX;
+        }
+
         return 0;
     }
 
-        return WEIGHT_MAX + 1;
+    private static Action<IPawn> findImmediateWinningAction(Game game) {
-    }
-
-    private static Action<IPawn> getWinningAction(Game game) {
         Collection<IPawn> nearPawns = GameUtils.getMaxPawnsAsStream(game.getBoard(), game.getPlayer())
                 .filter(p -> p.getRow() + p.getDirection() == p.getPlayer().getGoal())
                 .collect(Collectors.toList());
@@ -41,11 +46,60 @@ public class WinningStrategy implements Strategy {
         for (IPawn pawn : nearPawns) {
             for (PawnMovement movement : PawnMovement.values()) {
                 if (pawn.isMoveValid(game.getBoard(), movement)) {
-                    return new Action(pawn, movement);
+                    return new Action<>(pawn, movement);
                 }
             }
         }
 
         return null;
     }
+
+    private Action<IPawn> findWinningPath(Game game) {
+        for (IPawn pawn : GameUtils.getMaxPawns(game.getBoard(), game.getPlayer())) {
+            if (PawnUtils.distanceFromGoal(pawn) > 4) {
+                continue;
+            }
+
+            for (PawnMovement movement : PawnMovement.values()) {
+                int nextRow = pawn.getRow() + pawn.getDirection();
+                int nextCol = pawn.getCol() + movement.getMove();
+
+                if (pawn.isMoveValid(game.getBoard(), movement) &&
+                        !PawnUtils.canBeCaptured(game, nextRow, nextCol, game.getPlayer()) &&
+                        hasWinningPath(game, pawn, nextRow, nextCol)) {
+                    return new Action<>(pawn, movement);
+                }
+            }
+        }
+
+        return null;
+    }
+
+    private boolean hasWinningPath(Game game, IPawn initialPawn, int row, int col) {
+        if (row == initialPawn.getPlayer().getGoal()) {
+            return true;
+        }
+
+        for (PawnMovement movement : PawnMovement.values()) {
+            int nextRow = row + initialPawn.getDirection();
+            int nextCol = col + movement.getMove();
+
+            if (!initialPawn.isMoveValid(game.getBoard(), movement, row, col)) {
+                continue;
+            }
+
+            IPawn nextPawn = game.getBoard()[nextRow][nextCol];
+            if (nextPawn == null && hasWinningPath(game, initialPawn, nextRow, nextCol)) {
+                return true;
+            }
+
+            if (nextPawn != null && !PawnUtils.areSamePlayers(initialPawn, nextPawn) &&
+                    !PawnUtils.canBeCaptured(game, row, col, initialPawn.getPlayer()) &&
+                    hasWinningPath(game, initialPawn, nextRow, nextCol)) {
+                return true;
+            }
+        }
+
+        return false;
+    }
 }