Miller was returned to Triple-A Round Rock on Wednesday.
Miller was charged with the loss during Wednesday's game against the Astros, as he gave up six runs on four hits and two walks while failing to strike out a batter in two-thirds of an inning. The right-hander will head back to the minors for now but should be a candidate to serve as a spot starter later in the year.