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This was actually a bug in self.lives on Amidar; I had moved it to reset(), being clever, but apparently didn't test. Since reset() is called in the "constructor" of State, starting with just 1 life meant you actually started with zero. Moved the self.lives--; to where if dead happens.
Running with with the ppo2 algorithm causes a silent failure. Not sure why.
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