I think you want tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES, scope=”my_scope”). This will get all variables in a scope.
To pass to an optimizer you do not want all variables you would just want the trainable variables. Those are also kept in a default collection, which is tf.GraphKeys.TRAINABLE_VARIABLES.