Epsilon greedy exploration policy.

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

Syntax

C#
public class EpsilonGreedyExploration : IExplorationPolicy

Remarks

The class implements epsilon greedy exploration policy. Acording to the policy, the best action is chosen with probability 1-epsilon. Otherwise, with probability epsilon, any other action, except the best one, is chosen randomly.

According to the policy, the epsilon value is known also as exploration rate.

Inheritance Hierarchy

System..::.Object
  AForge.MachineLearning..::.EpsilonGreedyExploration

See Also