with slim.arg_scope([slim.fully_connected],
                        weights_regularizer=None,
                        weights_initializer=tf.random_uniform_initializer(
                            minval=-0.003, maxval=0.003)):
      value = slim.fully_connected(joint, num_reward_dims,