In the medieval times did people eat lobster?

Yes, medieval people ate lobster. They also ate crab and crayfish, and did not distinguish among them as we do today.

Lobster was regarded as food for very poor people among the early English colonists to North America, and fed it to prisoners. It may be that the English of the Middle Ages regarded the food in much the same way.