Yes. However, the DMV requires a nonimmigrant to present supporting documentation, such as an EAD, validating the duration of stay in the country. All documents should reflect the nonimmigrant's ...
You will need a Real ID if you plan to fly on a commercial plane using a state-issued ID or enter certain federal facilities.