A couple of other options could include that they suffer from serial depression and a problem with impulse control.
People who suffer from serial depression crave the jolt of hormones that one experiences with a new partner.

A second point is that some people lack impulse control. Once they are aroused by the appearance of someone novel, they are driven to act on the emotions that are raised.