Robbat has represented Malaysia U-21 and U-23 level. He was included in Malaysia's U-23 squad for 2010 Asian Games in Guangzhou, China and 2014 Asian Games in Incheon, South Korea. Robbat was also part of the Malaysian senior squad for AFF Championship in 2012 and 2014.