diff --git a/PdkFriendServer/Logic/NeuralBot.cs b/PdkFriendServer/Logic/NeuralBot.cs
index 23c7eefd..fdb3a62f 100644
--- a/PdkFriendServer/Logic/NeuralBot.cs
+++ b/PdkFriendServer/Logic/NeuralBot.cs
@@ -88,13 +88,30 @@ namespace PdkFriendServer.Logic
             // 3. V-learning: 对每个候选，编码出牌后的状态，选 V 值最高的
             float bestV = float.MinValue;
             int bestIdx = 0;
-            for (int i = 0; i < candidates.Count; i++)
+            var debugVals = new System.Text.StringBuilder();
+            for (int i = 0; i < Math.Min(candidates.Count, 8); i++)
             {
                 var play = candidates[i].play;
-                // 构建出牌后的手牌
-                var afterHand = play.Type == CardType1.None
-                    ? hand
-                    : hand.Where(c => play.Ids == null || !play.Ids.Contains(c.ID)).ToArray();
+                var afterHand = play.Ids != null && play.Ids.Length > 0
+                    ? hand.Where(c => !play.Ids.Contains(c.ID)).ToArray()
+                    : hand;
+                var afterState = EncodeAfterPlay(view, afterHand, play);
+                var v = RunInference(afterState);
+                float val = v.Length > 0 ? v[0] : 0;
+                
+                string label = play.Ids != null && play.Ids.Length > 0
+                    ? $"{play.Ids.Length}c r{play.GameNum}" : "pass";
+                debugVals.Append($" {label}={val:F2}");
+
+                if (val > bestV) { bestV = val; bestIdx = i; }
+            }
+            // 继续评估剩余候选（不输出日志）
+            for (int i = 8; i < candidates.Count; i++)
+            {
+                var play = candidates[i].play;
+                var afterHand = play.Ids != null && play.Ids.Length > 0
+                    ? hand.Where(c => !play.Ids.Contains(c.ID)).ToArray()
+                    : hand;
 
                 // 编码出牌后状态
                 var afterState = EncodeAfterPlay(view, afterHand, play);
@@ -109,9 +126,10 @@ namespace PdkFriendServer.Logic
             }
 
             var chosen = candidates[bestIdx];
-            bool isPass = chosen.play.Type == CardType1.None;
-            Console.WriteLine($"[NeuralBot pos{view.MyPos}] {candidates.Count}c → " +
-                $"{(isPass ? "pass" : $"{chosen.play.Ids?.Length ?? 1}c rank={chosen.play.GameNum}")} V={bestV:F3}");
+            bool isPass = chosen.play.Ids == null || chosen.play.Ids.Length == 0;
+            Console.WriteLine($"[NeuralBot pos{view.MyPos}] {candidates.Count}c → "
+                            + $"{(isPass ? "pass" : $"{chosen.play.Ids?.Length ?? 1}c r{chosen.play.GameNum}")} V={bestV:F3}"
+                            + (debugVals.Length > 0 ? $" [{debugVals}]" : ""));
             return chosen.play;
         }
 
diff --git a/PdkFriendServer/Logic/TrainingCollector.cs b/PdkFriendServer/Logic/TrainingCollector.cs
index 214c7b8b..156c153a 100644
--- a/PdkFriendServer/Logic/TrainingCollector.cs
+++ b/PdkFriendServer/Logic/TrainingCollector.cs
@@ -64,12 +64,23 @@ namespace PdkFriendServer.Logic
         public static float[] EncodeAfterPlay(PdkBotView view, CardTracker tracker,
             TCardInfoPdkF[] afterHand, int[] playedIds)
         {
+            // 更新剩余张数：我打出了牌
+            int playedCount = playedIds?.Length ?? 0;
+            byte[] afterShenYu = new byte[view.ShenYuCard.Length];
+            Array.Copy(view.ShenYuCard, afterShenYu, view.ShenYuCard.Length);
+            afterShenYu[view.MyPos - 1] = (byte)Math.Max(0, afterShenYu[view.MyPos - 1] - playedCount);
+
             var afterView = new PdkBotView
             {
                 MyHand = afterHand,
                 MyPos = view.MyPos,
-                ShenYuCard = view.ShenYuCard,
-                MaxPlayCard = view.MaxPlayCard,
+                ShenYuCard = afterShenYu,
+                // 出牌后：如果我不是pass，MaxPlayCard改成我出的牌
+                MaxPlayCard = playedIds != null && playedIds.Length > 0
+                    ? new PlayOutCardPdkF { Pos = (byte)view.MyPos,
+                        GameNum = view.MyHand.FirstOrDefault(c => playedIds.Contains(c.ID)).GameNum,
+                        Type = CardType1.DanZhang, Ids = playedIds.Select(id => (byte)id).ToArray() }
+                    : view.MaxPlayCard,
                 Rule = view.Rule,
             };
             return EncodeState(afterView, tracker, playedIds);
diff --git a/exe/PdkFriendServer/PdkFriendServer.dll b/exe/PdkFriendServer/PdkFriendServer.dll
index 2ed09f49..91a04556 100644
Binary files a/exe/PdkFriendServer/PdkFriendServer.dll and b/exe/PdkFriendServer/PdkFriendServer.dll differ
diff --git a/exe/PdkFriendServer/PdkFriendServer.pdb b/exe/PdkFriendServer/PdkFriendServer.pdb
index 3a053f63..cfae5079 100644
Binary files a/exe/PdkFriendServer/PdkFriendServer.pdb and b/exe/PdkFriendServer/PdkFriendServer.pdb differ
diff --git a/exe/hjha-console/PdkFriendServer.dll b/exe/hjha-console/PdkFriendServer.dll
index 2ed09f49..91a04556 100644
Binary files a/exe/hjha-console/PdkFriendServer.dll and b/exe/hjha-console/PdkFriendServer.dll differ
diff --git a/exe/hjha-console/PdkFriendServer.pdb b/exe/hjha-console/PdkFriendServer.pdb
index 3a053f63..cfae5079 100644
Binary files a/exe/hjha-console/PdkFriendServer.pdb and b/exe/hjha-console/PdkFriendServer.pdb differ
diff --git a/exe/hjha-console/hjha-console.dll b/exe/hjha-console/hjha-console.dll
index 92e730d1..d1a34380 100644
Binary files a/exe/hjha-console/hjha-console.dll and b/exe/hjha-console/hjha-console.dll differ
diff --git a/exe/hjha-console/hjha-console.pdb b/exe/hjha-console/hjha-console.pdb
index 864dab2c..07c66b2b 100644
Binary files a/exe/hjha-console/hjha-console.pdb and b/exe/hjha-console/hjha-console.pdb differ
diff --git a/model.onnx b/model.onnx
index 119f4ad7..4d86be3a 100644
Binary files a/model.onnx and b/model.onnx differ
diff --git a/training_data/game_00000.csv b/training_data/game_00000.csv
index 631580f4..bfa4c752 100644
--- a/training_data/game_00000.csv
+++ b/training_data/game_00000.csv
@@ -1,9 +1,8 @@
 state,action,reward
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-"1.000000,0.000000,1.000000,1.000000,0.000000,0.000000,1.000000,0.000000,0.000000,1.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,1.000000,1.000000,0.000000,0.000000,0.000000,0.000000,0.000000,1.000000,0.000000,0.000000,0.000000,0.000000,0.000000,1.000000,0.000000,0.000000,0.000000,0.000000,1.000000,1.000000,1.000000,0.000000,1.000000,0.000000,0.000000,0.000000,1.000000,1.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,1.000000,0.000000,1.000000,1.000000,0.000000,1.000000,1.000000,1.000000,0.000000,1.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,1.000000,1.000000,0.000000,0.000000,0.000000,0.000000,0.000000,1.000000,0.000000,1.000000,0.000000,0.000000,0.000000,1.000000,0.000000,0.000000,0.000000,0.000000,1.000000,1.000000,1.000000,0.000000,1.000000,0.000000,0.000000,0.000000,1.000000,1.000000,0.000000,0.000000,0.000000,1.000000,0.000000,0.000000,0.000000,0.937500,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.937500,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.812500,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,1.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,1.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000,0.000000",2,1.000
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diff --git a/training_data/game_00001.csv b/training_data/game_00001.csv
index 3494bd25..f0a05842 100644
--- a/training_data/game_00001.csv
+++ b/training_data/game_00001.csv
@@ -1,8 +1,8 @@
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diff --git a/training_data/game_00002.csv b/training_data/game_00002.csv
index 1cf26bed..4ae7a0eb 100644
--- a/training_data/game_00002.csv
+++ b/training_data/game_00002.csv
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diff --git a/training_data/game_00003.csv b/training_data/game_00003.csv
index 77648f33..8dbcc6b8 100644
--- a/training_data/game_00003.csv
+++ b/training_data/game_00003.csv
@@ -1,7 +1,4 @@
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diff --git a/training_data/game_00004.csv b/training_data/game_00004.csv
index d7e68930..940ecff9 100644
--- a/training_data/game_00004.csv
+++ b/training_data/game_00004.csv
@@ -1,8 +1,5 @@
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diff --git a/training_data/game_00005.csv b/training_data/game_00005.csv
index b28d1196..351e3fdf 100644
--- a/training_data/game_00005.csv
+++ b/training_data/game_00005.csv
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diff --git a/training_data/game_00006.csv b/training_data/game_00006.csv
index 50b36bae..d38f2d38 100644
--- a/training_data/game_00006.csv
+++ b/training_data/game_00006.csv
@@ -1,3 +1,7 @@
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diff --git a/training_data/game_00007.csv b/training_data/game_00007.csv
index ee9e4a74..e2c879ea 100644
--- a/training_data/game_00007.csv
+++ b/training_data/game_00007.csv
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diff --git a/training_data/game_00008.csv b/training_data/game_00008.csv
index ac4683f4..4278eed1 100644
--- a/training_data/game_00008.csv
+++ b/training_data/game_00008.csv
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diff --git a/training_data/game_00009.csv b/training_data/game_00009.csv
index 972013c1..f9c34743 100644
--- a/training_data/game_00009.csv
+++ b/training_data/game_00009.csv
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