West Brom went close through Do-Heon Kim and Ishmael Miller, who both forced Manuel Almunia into action, while Johan Djourou made a clearance off the line.
The game was ostensibly over eight minutes before half-time when Kim Do-Heon swung in a superb cross from the right which was met by the unmarked Robinson at the far post to head home.