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Questions about atari evaluation protocol #54

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jmkim0309 opened this issue Aug 16, 2021 · 0 comments
Open

Questions about atari evaluation protocol #54

jmkim0309 opened this issue Aug 16, 2021 · 0 comments

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@jmkim0309
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Hi @lespeholt, thank you for this great work.

I have some questions about Atari evaluation protocol as follows:

  • Did you use separate evaluation episodes for testing? If you did, how many evaluation episodes were used?
  • How many random seeds are used and averaged for evaluation?
  • Did you use sticky action for training or testing?
  • Did you use life-loss heuristic for training or testing?
  • At the evaluation phase, did you use mode of the policy or sample of the policy?
  • What is the standard evaluation protocol for Atari 57?
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