Initializes a new instance of the Sarsa class.

Namespace:  AForge.MachineLearning
Assembly:  AForge.MachineLearning (in AForge.MachineLearning.dll) Version: 2.2.4.0 (2.2.4.0)

Syntax

C#
public Sarsa(
	int states,
	int actions,
	IExplorationPolicy explorationPolicy,
	bool randomize
)

Parameters

states
Type: System..::.Int32
Amount of possible states.
actions
Type: System..::.Int32
Amount of possible actions.
explorationPolicy
Type: AForge.MachineLearning..::.IExplorationPolicy
Exploration policy.
randomize
Type: System..::.Boolean
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