Police say that officers were not involved in the shootings.
Hundreds of people have gathered in Louisville to protest Taylor's death. Police special adviser Jessie Halladay said that protesters were throwing bottles at security officers.
The situation downtown "remains fluid and continues to evolve," Louisville Metro Police spokesman Lamont Washington said.