Interface IExplorationPolicy
Exploration policy interface.
Namespace: Mars.Components.Services.Explorations
Assembly: Mars.Components.dll
Syntax
public interface IExplorationPolicyRemarks
This interface describes exploration policies, which are used in Reinforcement
Learning to explore state space.
Methods
ChooseAction(Double[])
Choose an action.
Declaration
int ChooseAction(double[] actionEstimates)Parameters
| Type | Name | Description |
|---|---|---|
| System.Double[] | actionEstimates | Action estimates. |
Returns
| Type | Description |
|---|---|
| System.Int32 | Returns selected action. |
Remarks
The method chooses an action depending on the provided estimates. The
estimates can be any sort of estimate, which values usefulness of the action
(expected summary reward, discounted reward, etc).