Post-processing about the data derived from stable-baselines

google-research / rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

https://agarwl.github.io/rliable

Apache License 2.0

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Post-processing about the data derived from stable-baselines #22

Closed zichunxx closed 11 months ago

zichunxx commented 11 months ago

Hi!

I have trained the same environment with stable-baselines multiple times with different seeds and got some monitor.csv or .tfevent files. How could I plot the median curve with the standard deviation indicated by the shaded area with rliable? I found the length of the data is not the same in different monitor.csv files. Is it possible?

I browsed through a series of issues in stable-baseline and zoo and eventually tracked them down here.

Thanks in advance!