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Published 20 hours ago • verified publisher icon google

Is the baseline data smoothed?

Open snailrowen1337 opened this issue 5 years ago • 1 comments

When running the dqn algorithm, I consistently get higher variance than what the plots in https://google.github.io/dopamine/baselines/plots.html would suggest. Is the data there smoothed by a five-point-window or similar?

snailrowen1337 avatar Mar 18 '19 00:03 snailrowen1337

@snailrowen1337 the data is not smoothed. Bootstrapped confidence intervals are used. This is why the variance that is shown is "so" small :)

theovincent avatar May 11 '23 08:05 theovincent