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dataset/README.MD
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-Please place the following datafiles here:
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-* gridworld_16x16.npz
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-* gridworld_28x28.npz
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-* gridworld_8x8.npz
+# Gridworld datasets
+To use the gridworld datasets you have two choices:
+1. Download and place the .npz dataset files here
+ * gridworld_16x16.npz
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+ * gridworld_28x28.npz
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+ * gridworld_8x8.npz
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+2. Use the dataset generation script
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+ * ```make_training_data.py```
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