Resources

Resources groups a variety of components that may be used to improve the agents’ performance.

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Resources are grouped into four categories:

• Noises

• Input preprocessors

• Learning rate schedulers

• Optimizers

Implemented resources

The following table lists the implemented resources and their support for different frameworks.

Noises
Gaussian noise	\(\blacksquare\)	\(\blacksquare\)	\(\blacksquare\)
Ornstein-Uhlenbeck noise	\(\blacksquare\)	\(\blacksquare\)	\(\blacksquare\)

Preprocessors
Running standard scaler	\(\blacksquare\)	\(\blacksquare\)	\(\blacksquare\)

Learning rate schedulers
KL Adaptive	\(\blacksquare\)	\(\blacksquare\)	\(\blacksquare\)

Optimizers
Adam	\(\scriptscriptstyle \texttt{PyTorch}\)	\(\blacksquare\)	\(\scriptscriptstyle \texttt{Warp-NN}\)