A probabilistic algorithm is a computational procedure that makes random choices as part of its logic, often leading to different outcomes on different runs for the same input. These algorithms are particularly useful for problems where deterministic solutions are inefficient or unknown, offering faster average performance or simpler implementation at the cost of some uncertainty in the result.