Robot vacuums can often cross thresholds, but it depends on how high they are. Today, most models can cross thresholds up to one centimetre in height. For some models, even two centimetres are okay to cross. If you have a threshold higher than this, however, it can prove more difficult. The robot vacuum might need several attempts to cross, which can lead to the machine getting stuck or not crossing at all.