Interface | Description |
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FeatureDatabase |
An interface for defining a database of state features that can be returned for any given input state or input state-action pair.
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StateToFeatureVectorGenerator |
Many functions approximation techniques require a fixed feature vector to work and in many cases, using abstract features from
the state attributes is useful.
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ValueFunctionApproximation |
A general interface for defining state value or Q-value function approximation and interacting with it
via gradient descent methods.
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Class | Description |
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ActionApproximationResult |
A class that ties function approximation results to actions.
|
ActionFeaturesQuery |
A class that associates an action with a set of state features.
|
ApproximationResult |
A list associating a predicted value that was generated from a list of state features and the weights for those features.
|
FunctionWeight |
This class holds the weight value for weights defined by a ValueFunctionApproximation class.
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StateFeature |
A class for associating a state feature identifier with a value of that state feature
|
WeightGradient |
A data structure for defining the gradient of the weights for a vector.
|