One common complication with vacuum cleaner robots is encountering error codes. These codes indicate specific issues that the robot is facing, such as a tangled brush, a full dustbin, or a stuck wheel. To resolve these complications, users can refer to the robot's user manual or the manufacturer's website for a list of error codes and their corresponding troubleshooting steps. By following these instructions, users can often resolve the issue and get their robot back to cleaning efficiently.