In this paper we present some results obtained with a troupe of low-co
st robots designed to cooperatively explore unknown structured orthogo
nal environments. In order to improve the covering of the explored zon
e the robots show different behaviours (routine, normal and anxious) a
nd cooperate by transferring each other the perceived environment when
they meet; therefore, not all the information of the non-returning ro
bots is lost provided that they had encountered robots that safely ret
urned. The returning robots deliver to a host their perceived and comm
unicated (by other robots) partial maps and the host incrementally gen
erates the most plausible map of the environment. To perform the map g
eneration, a fusion, completion and alignment process of the partial m
aps, based on fuzzy techniques, has been developed.