The entropy regularization weight is a hyperparameter that should be determined before training. In this paper, 𝛽β was chosen to be equal to 0.0010.001. The differences between DQN and A2C are: The DQN model is an off-policy method, and the A2C model is an on-policy method, i.e.,...
The voltage of the battery is used as an input variable for the CurrentCalculator function, which generates the control signal to the controllable current source. The CurrentCalculator function is also responsible for preventing the SoC from exceeding the 5% and 95% limits. The PowerCalculator ...