1099 employee with mileage reimbursement wanting to use rental car

I’m a 1099 employee that gets paid through an agency.  I use my personal car and each week I log my miles, getting reimbursed at the current IRS rate of 0.655. Can I still log those miles for reimbursement if I decide to start using a rental car?