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As DeepGame seems not to be reproducible/deterministic, a new approach should be added.
One suggestion is FGSM attack: https://arxiv.org/abs/1412.6572
Cleverhans library can be leveraged for this: https://github.com/tensorflow/cleverhans/blob/master/cleverhans/attacks/fast_gradient_method.py
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