Beta Version 2.5.0

Added

• Added TabularQLearning, TabularStateActionRewardStateAction, TabularExpectedStateActionRewardStateAction, TabularMonteCarloControl, TabularOffPolicyMonteCarloControl and TabularReinforcementLearningBaseModel under “Models” section.

Changes

• Splitted the Regularizer to BaseRegularizer, ElasticNet, Lasso and Ridge from “Others” section and placed them to “Regularizers” section.

• Renamed MonteCarloControl to DeepMonteCarloControl under “Models” section.

• Renamed OffPolicyMonteCarloControl to DeepOffPolicyMonteCarloControl under “Models” section.

• Renamed ReinforcementLearningBaseModel to DeepReinforcementLearningBaseModel under “Models” section.

• Renamed ReinforcementLearningActorCriticBaseModel to DeepReinforcementLearningActorCriticBaseModel under “Models” section.