The ADDRESS command in REXX is used to direct commands to a specific environment or host command processor. This allows REXX programs to execute commands in different environments (like CMS, TSO, or ISPF) by specifying the target environment. The other options (ARG, SELECT, SIGNAL) serve different purposes - ARG retrieves command arguments, SELECT is for conditional branching, and SIGNAL handles error trapping.