Hello, Steven.
Unfortunately, it is not possible without K2 core modifications, because author block enabled in specific K2 sections.
You can check it in components\com_k2\models\item.php
Find "//Author" at line ~228 and condition for generate author block, you can add " || $task == 'tag'" for enable it at tag page.