EASTMAN, Ga.—Authorities say a police officer in a small, central Georgia city has been shot and killed by a suspect who remains on the loose.

Special agent Scott Whitley of the Georgia Bureau of Investigations said Eastman Patrol Officer Tim Smith was fatally shot about 9:30 p.m. Saturday in a residential area of the city located about 60 miles southeast of Macon.

Agent...