diff --git a/MARL/env/.gridworld_v3.py b/MARL/env/.gridworld_v3.py
new file mode 100644
index 0000000..04cef6b
--- /dev/null
+++ b/MARL/env/.gridworld_v3.py
@@ -0,0 +1,34 @@
+import matplotlib.pyplot as plt
+import numpy as np
+import warnings
+warnings.filterwarnings('ignore')
+
+SIZE = (14,14)
+class CrossRoadGridWorld():
+    def __init__(self, size=(14,14)):
+        super(CrossRoadGridWorld, self).__init__()
+        self.state = np.zeros(size)
+        self.size = size
+        self.init_state = self.get_init_state()
+        if size[0] <= 4 or size[1] <= 4:
+            raise ValueError("Size error, the grid size must be larger than 4*4")
+        self.title = "Cross Road Grid World"
+        self.length = size[0]
+        self.width = size[1]
+
+    def reset(self):
+        self.state = self.get_init_state()
+
+    def get_init_state(self):
+        #plot the horizon block
+        init_state = np.zeros((self.size))
+        for i in range(self.size[0]):
+            for j in [self.size[1]//2-1, self.size[1]//2]:
+                init_state[i,j] = 200
+
+        #plot the vertical block
+        for i in [self.size[0]//2-1, self.size[0]//2]:
+            for j in range(self.size[1]):
+                init_state[i,j] = 200
+
+        return  init_state