One common complication with vacuum cleaner robots is the loss of suction power. Over time, the robot's suction mechanism may become clogged with dirt, dust, and debris, leading to a decrease in its cleaning efficiency. Regular maintenance, such as cleaning or replacing the filters and emptying the dustbin, can help prevent this issue.