facebookresearch / facebookresearch/ReAgent
DO_NOT_PREPROCESS features getting clamped
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Description
`DO_NOT_PREPROCESS` feature types should probably not get modified in preprocessing. For example, a `DO_NOT_PREPROCESS` feature with values `[12.5, 100.5, 7.2, 8.2]` would become `[6, 6, 6, 6]` due to the clamping.
https://github.com/facebookresearch/ReAgent/blob/b5ee54cd8e4108dfad1b9e69ff0cf299b47a5dc7/ml/rl/preprocessing/preprocessor.py#L152-L163
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