Why does the RL Toolbox not support BatchNormalization layer?
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Hi.
I'm currently trying DDPG with my own network.
But when I try to use BatchNormalizationLayer, the error message says Batch Normalization is not supported.
I don't see any theoretical reason the batch normalization cannot come in.
Is there any plan to update the toolbox to make it possible?
Or is there a specific reason that the batch normalization cannot come in?
Thanks.
1 Comment
Abd-Elhamid Nabeel
on 11 Sep 2022
Actually i face the same problem, but i thought this would help :
1- calculate the running mean and running STD of the data in Simulink for example (or matlab)
2- make a matlab function in simulink/matlab that could calculate the zscore for each feature through the equation :
X_zs = (X - Xmean)/STD
This would standardize your data.
Accepted Answer
Aditya Patil
on 6 Apr 2021
This is an known issue, and it might be fixed in any of the upcoming releases.
0 Comments
More Answers (2)
Abd-Elhamid Nabeel
on 11 Sep 2022
Actually i face the same problem, but i thought this would help :
1- calculate the running mean and running STD of the data in Simulink for example (or matlab)
2- make a matlab function in simulink/matlab that could calculate the zscore for each feature through the equation :
X_zs = (X - Xmean)/STD
This would standardize your data.
0 Comments
Maha Mosalam
on 30 Oct 2022
No one can reached to solution or update in new versions for that issue?
0 Comments
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