The truck ploughed through the police post at Badhal killing constables Suresh Chand, Rao Virendra Singh and Mohd. Yusuf, police said.
Sub-inspector Dharampal Singh was injured, they said.
The truck driver fled from the scene and a hunt was launched to apprehend him, police said.