diff --git a/common.py b/common.py
index c9c166d..e0e94e7 100644
--- a/common.py
+++ b/common.py
@@ -1,19 +1,24 @@
 from collections import defaultdict
+import matplotlib
+from matplotlib import cm
+matplotlib.use('Agg')
 from mpl_toolkits.mplot3d import Axes3D
 import numpy as np
 import pylab as plt
 from random import randint, random
 import cPickle
+from datetime import datetime
 
 
 HIT, STICK = 1, 0
 
+
 def action_value_to_value_function(action_value_function):
     value_function = defaultdict(float)
     keys = action_value_function.keys()
 
     for key in keys:
-        dealer, player, action = key[0], key[1], key[2]
+        dealer, player, action = key
         hit_reward = action_value_function.get((dealer, player, HIT))
         stick_reward = action_value_function.get((dealer, player, STICK))
 
@@ -64,8 +69,11 @@ def plot_value_function(value_function, title):
     plt.title(title)
     ax.set_xlabel("Dealer Showing")
     ax.set_ylabel("Player Sum")
-    ax.plot_surface(X, Y, Z, rstride=1, cstride=1)
-    plt.show()
+    ax.plot_surface(X, Y, Z, rstride=1, cstride=1, cmap=cm.jet)
+    fname = title+str(datetime.now())+".png"
+    print "Saving", fname
+    plt.savefig(fname)
+    # plt.show()
 
 
 def save(data, file):