FinRL icon indicating copy to clipboard operation
FinRL copied to clipboard

Normalization/Standardization input data

Open krishdotn1 opened this issue 11 months ago • 0 comments

Is it not a good idea to normalize/standardize the observation space used in the environment for training our model? The observation space often consists of a much higher number of features [i.e 100000, 180,181.5,180.2......], which can lead the model to be mistrained.

Additionally, computing with higher numbers requires more computational power

Thanks

krishdotn1 avatar Mar 06 '24 11:03 krishdotn1