Home > Chapter 9: On-policy Prediction with Approximation

rlai.models.FunctionApproximationModel

Function approximation model.

rlai.models.feature_extraction.StateActionFeatureExtractor

Feature extractor.

rlai.q_S_A.function_approximation.models.FunctionApproximationModel

Function approximation model.

rlai.q_S_A.function_approximation.models.feature_extraction.StateActionFeatureExtractor

Feature extractor.

rlai.models.sklearn.SKLearnSGD

Wrapper for the sklearn.linear_model.SGDRegressor implemented by scikit-learn.

rlai.q_S_A.function_approximation.models.sklearn.SKLearnSGD

Extension of the base SKLearnSGD features specific to state-action modeling.