A petrol station in Wormeldange was robbed at around 8.55pm on Thursday evening.
The suspect seems to have acted alone and escaped on foot.
The police warn motorists not to pick up any hitchhikers in the area.
Any witnesses of the incident are asked to call the police emergency number 113.
