Yes. You can go to Tools > Preferences > Oracle / Connection and enable the "Store with password" option. This applies to the connections from the Connection List.
You can additionally go to Tools > Preferences > Oracle / Logon History and enable the "Store with password" option. This applies to the history of the logon form.