d3rlpy.augmentation.vector.MultipleAmplitudeScaling¶
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class
d3rlpy.augmentation.vector.
MultipleAmplitudeScaling
(minimum=0.8, maximum=1.2)[source]¶ Multiple Amplitude Scaling augmentation.
\[x' = x + z\]where \(z \sim \text{Unif}(minimum, maximum)\) and \(z\) is a vector with different amplitude scale on each.
References
Methods
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get_params
(deep=False)¶ Returns augmentation parameters.
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transform
(x)[source]¶ Returns augmented observation.
- Parameters
x (torch.Tensor) – observation.
- Returns
augmented observation.
- Return type
torch.Tensor
Attributes
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