AI4Finance-Foundation / FinRL

FinRL: Financial Reinforcement Learning. 🔥
https://ai4finance.org
MIT License
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Normalization/Standardization input data #1181

Open krishdotn1 opened 3 months ago

krishdotn1 commented 3 months ago

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