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Backport changes from PyTorch version of DQN Atari into the TF notebook #442

@dniku

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@dniku

There are a lot of things in the PyTorch notebook that make this assignment a lot easier. They should be backported to the TF version.

One thing to note is that n_lives exists in the PyTorch version, but not in TF.

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