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NaNs output from the policy network #6

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stevenbinhu21 opened this issue May 10, 2018 · 2 comments
Open

NaNs output from the policy network #6

stevenbinhu21 opened this issue May 10, 2018 · 2 comments

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@stevenbinhu21
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Hi, I was training the model for one of the minigames. And after about 60000 episodes, the policy for the actions probabilities output all NaNs, I haven't been able to track down the problem yet, as it takes long to get to that point for debugging. Just wonder if you have encountered such problem before?
@simonmeister
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simonmeister commented May 10, 2018 •
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Which of the games are you training? Yes, we also encountered it occasionally in DefeatRoaches and DefeatZerglingsAndBanelings (if I remember correctly), however it only was for some runs and I also wasn't able to identify the source of the problem.

@jaejaywoo
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I am also encountering NaN while running DefeatZerglingsAndBanelings and CollectMineralShards as well. Is there any updates on this issue?

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@simonmeister @stevenbinhu21 @jaejaywoo