ARISE-Initiative / robosuite-benchmark

Benchmarking Repository for robosuite + SAC
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What exactly is an "epoch"? #21

Open trevormcinroe opened 1 year ago

trevormcinroe commented 1 year ago

Hi,

Thanks for providing the training code.

I've seen the results plots in the documentation (here: https://robosuite.ai/docs/algorithms/benchmarking.html) and read the whitepaper. However, the definition of "epoch" is unclear.

I am assuming (perhaps incorrectly) that these benchmark results are obtained via online RL and not from a static dataset via offline RL. If so, how can we translate the x-axis of these plots to a more standard metric for online RL, such as "environment steps"?