1. They went astray (off the course, wrong way) in town and arrived late for their appointment.
2. During their investigation, the police were led astray (in the wrong direction) with false information.

The term astray is ultimately derived from Latin extra-, "out of bounds" + vagari, "to wander". Other English words; such as, vague and vagrant are also related to Latin vagari.