soulsai.data

The data module provides the means to transform environment observations into numeric arrays.

The GameStateTransformer transforms SoulsGym observations into numeric arrays. In addition, it allows to bin common animations into a single categorical encoding and combines the animation duration.

Animations are converted into one-hot encodings by passing them to a OneHotEncoder. The encoder is provided to avoid the dependency on additional packages such as sklearn.