@lab_api
    def calc_pdparam(self, x, net=None):
        '''
        To get the pdparam for action policy sampling, do a forward pass of the appropriate net, and pick the correct outputs.
        The pdparam will be the logits for discrete prob. dist., or the mean and std for continuous prob. dist.