Minimize memorizing?

[jarlva]

Hello,

Using a gym env problem with time-series data the model quickly memorizes. I'm looking for ways to minimize it by injecting noise and dropping frames by inserting noise/dropping layers in the model (note link below).
Is there a simple way to do that? An example is more than welcome.

#260 (comment)

[alex-petrenko]

Did you try to look at data augmentation? Is there any way to synthetically generate data in your domain, or synthetically generate more samples from the ones you have?