Caudron played 358 matches for the Belgium men's national field hockey team. The highest amount a player of the has ever played, still as of 2023. He made his debut in a match against England in 1987. He played at among others the 1994 Men's Hockey World Cup in Sydney and the 2002 Men's Hockey World Cup in Kuala Lumpur.