ready reserve – Lowercase.
reserve component – Refers to all reserve forces of the United States, including the National Guard (and, technically, the ROTC, though this rarely is intended by the user/speaker). Not capitalized. Example: The reserve components face a cut of more than $3.5 billion in the next federal budget.
reservist – Use lowercase in all references except when starting a sentence.