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				@@ -22,7 +22,15 @@ for envName in sorted(envSet): 
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				     env.reset() 
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				     env.render('rgb_array') 
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				-    env.seed() 
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				+    # Verify that the same seed always produces the same environment 
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				+    for i in range(0, 5): 
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				+        seed = 1337 + i 
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				+        env.seed(seed) 
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				+        grid1 = env.grid.encode() 
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				+        env.seed(seed) 
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				+        grid2 = env.grid.encode() 
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				+        assert np.array_equal(grid2, grid1) 
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				+ 
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				     env.reset() 
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				     # Run for a few episodes 
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