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QLearning Constructor (Int32, Int32, IExplorationPolicy, Boolean)

Initializes a new instance of the QLearning class.

Namespace:  Accord.MachineLearning
Assembly:  Accord.MachineLearning (in Accord.MachineLearning.dll) Version: 3.7.0
Syntax
public QLearning(
	int states,
	int actions,
	IExplorationPolicy explorationPolicy,
	bool randomize
)
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Parameters

states
Type: SystemInt32
Amount of possible states.
actions
Type: SystemInt32
Amount of possible actions.
explorationPolicy
Type: Accord.MachineLearningIExplorationPolicy
Exploration policy.
randomize
Type: SystemBoolean
Randomize action estimates or not.
Remarks
The randomize parameter specifies if initial action estimates should be randomized with small values or not. Randomization of action values may be useful, when greedy exploration policies are used. In this case randomization ensures that actions of the same type are not chosen always.
See Also