import tensorflow as tf

                        q_i = q_value[:, 0]

                        rho_i = tf.reshape(f_i, [-1, 1]) / (self.mu_ph + eps)
                        rho_i_ = tf.reshape(f_i_, [-1, 1]) / (self.mu_ph + eps)
