Property groupProperty NameDescriptionMisc.Note
Model FileSave Model FileDecide whether to save model file.RequiredYes, No
Model FileModel File PathSet the path for the model file to be saved.Conditionally Required
Selection optionsModel SettingSelect the gms file to load as an environment model.Required
Selection optionsDiscount Rate(gamma)Set the discount rate(gamma) for the future reward.Required0<real number<1
Selection optionsActor Learning RateSpecify the Learning Rate for the Actor neural network.Required0<real number<1
Selection optionsCritic Learning RateSpecify the learning rate of the Critic neural network.Required0<real number<1
Selection optionsMax EpisodesSpecify the maximum number of episodes to learn.RequiredInteger
Selection optionsMax StepsSpecify the number of maximum steps in an episode.RequiredInteger
Selection optionsTarget VariableSpecifies a Target value for the variable to be controlled.RequiredDiscrete Variables
Selection optionsTarget ToleranceSpecify the allowable error margin for the target value when defining the environmental reward.RequiredInteger
Selection optionsTarget Upper LimitSpecify the condition for ending an episode. The episode ends when the predicted value in the environmental model exceeds the specified valueRequiredReal number
Selection optionsTarget Lower LimitSpecify the condition for ending an episode. The episode ends when the predicted value in the environmental model is below the specified valueRequiredReal number
Selection optionsControl VariableSpecify the control variables in Environmental Model.Required
Selection optionsControl AmountSpecify the Control Amount of the control variable.RequiredInteger
Selection optionsBatch NormalizationDecide whether to use batch normalization.RequiredYes, No
Selection optionsOutput Layer Activation FunctionSpecifies the Activation Function of the output layer.RequiredLinear, Sigmoid, ReLU, Leaky ReLU, SoftMax
Hidden Layer ConfigurationAdd Hidden LayerAdd hidden layerOptional
Hidden Layer ConfigurationRemove Last Hidden LayerRemove the last hidden layer.Optional
Hidden Layer #Number of nodesSpecify the number of nodes for each specified hidden layerRequiredInteger
Hidden Layer #Activation FunctionSelect the activation function for the specified hidden layer.RequiredLinear, Sigmoid, ReLU, Leaky ReLU, SoftMax