Added DiagonalGaussianPolicy and placed it under QuickSetups section.
Added a new parameter for reinforce() function to AsynchronousAdvantageActorCritic model.
Added diagonalGaussianUpdate() function to AsynchronousAdvantageActorCritic model.
Renamed ReinforcementLearningQuickSetup to CategoricalPolicy and placed it under QuickSetups section. Also made some internal code changes.
ReinforcementLearningBaseModel’s and ReinforcementLearningActorCriticBaseModel’s setUpdateFunction() and update() functions have been replaced with setCategoricalUpdateFunction(), setDiagonalGaussianUpdateFunction(), categoricalUpdate() and diagonalGaussianUpdate().
Made internal code changes to all reinforcement learning algorithms in the library.
Made a few API breaking changes related to the AsynchronousAdvantageActorCritic model:
Renamed update() function to categoricalUpdate().
Renamed reset() function to resetAll().
Renamed singleReset() function to reset().