diff --git a/README.md b/README.md
index 5ab4755..e137180 100644
--- a/README.md
+++ b/README.md
@@ -49,10 +49,31 @@ Non-trainable params: 0
_________________________________________________________________
```
-An example of the learning curve of this process:
-
-
+
This learning curve is the result of training with a population size of 100, a mating pool size of 15, uniform crossover, and random additive mutation over 200 generations.
+We performed the same process with a convolutional neural network, with each individual having the following architecture:
+
+```
+Model: "sequential_2"
+_________________________________________________________________
+Layer (type) Output Shape Param #
+=================================================================
+conv2d_2 (Conv2D) (None, 28, 28, 8) 40
+_________________________________________________________________
+conv2d_3 (Conv2D) (None, 28, 28, 16) 528
+_________________________________________________________________
+flatten_1 (Flatten) (None, 12544) 0
+_________________________________________________________________
+dense (Dense) (None, 10) 125450
+=================================================================
+Total params: 126,018
+Trainable params: 126,018
+Non-trainable params: 0
+_________________________________________________________________
+```
+
+
+
## Reinforcement Learning Pong Player
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