Vacuum cleaner robots rely on rechargeable batteries to operate. However, complications can arise with the battery and charging process. Some common issues include a short battery life, difficulty in holding a charge, or problems with the charging dock. To address these complications, users can try cleaning the charging contacts on both the robot and the dock, ensuring that the robot is properly aligned with the dock for charging, and if necessary, replacing the battery or contacting the manufacturer for further assistance.