Did the Romans worship many gods and goddesses?

Yes their religion was extremely similar to the religion of the Greeks. They both believe on almost the same gods except with different names. For example a Greek goddess named Aphrodite in Greek is Venus in roman but it is the same god.
Another way to say it is that the Romans were polytheistic.